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Question-time chart casting with Arudha-based significator tables, Mook prashna resolution, and sub-second ephemeris lookup for the exact query timestamp.
Solar ingress-based annual horoscope with Muntha, Sahams, Tajaka yogas (Ithasala, Easarapha, Nakta, Yamaya), and 16 Tajaka aspect calculations at arc-second precision.
Bindhu-weighted transit scoring across all 8 contributor matrices. Predicts favorable/unfavorable windows with SAV threshold analysis per house.
Rashi-based Jaimini dasha with Chara Karaka computation, Atmakaraka-to-Karakamsha mapping, and Sthira/Chara/Mandooka conditional branching per BPHS Ch. 46.
8-yogini cycle (Mangala, Pingala, Dhanya, Bhramari, Bhadrika, Ulka, Siddha, Sankata) with Moon-nakshatra seed, sub-period nesting to 3 levels, and 36-year full cycle coverage.
Nakshatra-pada-based cyclic dasha with Savya/Apsavya directional logic, 9-rashi group rotations, and deha-jeeva parametric analysis for longevity predictions.
Complete 16-chart divisional system (D1 through D60) with Vimshopaka Bala strength scoring across Shadvarga, Saptavarga, Dashavarga, and Shodasvarga schemas.
Triple-lagna overlay (Lagna, Moon, Sun as independent ascendants) with synchronized transit mapping across all three reference frames for triangulated event prediction.
Luni-solar annual chart cast for exact Sun-Moon tithi recurrence. Includes Muntha progression, year lord, and dasha-synchronized annual prediction engine.
50+ Vedic Sahams computed from planetary longitudes: Punya Saham, Vidya Saham, Vivaha Saham, Santana Saham with house-lord activation timing via dasha correlation.
Complete Arudha Lagna (AL) through A12 computation using Jaimini counted-house method. Includes Upapada (A12) marriage analysis and Arudha Dasha integration.
A12-based marriage prediction with Darapada (A7) cross-reference, spouse characteristics from UL sign/lord, and transit trigger identification for marriage windows.
Rashi-based Jaimini timing system with odd/even sign conditional progression, Padakrama-ordered sub-periods, and Argala-based event qualification for each dasha rashi.
Mahadasha, Antardasha, Pratyantardasha, Sookshma, and Prana-level sub-periods with nanosecond-precision boundary calculation spanning 120-year full cycle.
Sun/Moon hora chart for wealth potential with planetary dignity in D2, financial timing via hora-dasha correlation, and income source identification from D2 lord placements.
Third-harmonic divisional chart for sibling dynamics, co-born karma analysis, Mars/3rd-house correlation in D3, and sibling count estimation via classical BPHS rules.
Fourth-harmonic chart for immovable property, vehicles, and real estate timing. D4 lord analysis with Mars/Venus/4th-house dignities and property acquisition windows.
Seventh-harmonic chart for progeny. Jupiter/5th-lord dignity in D7, conception timing via Saptamsa dasha, fertility indicators, and child gender classical computation.
Tenth-harmonic career chart with profession classification from D10 Lagna lord, career peak/trough timing, industry mapping from planetary karakas, and promotion windows.
Twelfth-harmonic chart for parental karma. Sun/Moon dignity in D12 for father/mother analysis, ancestral pattern recognition, and inheritance timing from D12 dasha lords.
1-degree-per-year symbolic progression engine with orb tolerance tuning, arc-directed midpoints, and event rectification backtesting across 10,000+ validated life events.
Ptolemaic primary direction engine using Placidus semi-arc method with Naibod rate key, speculum table generation, and mundo/zodiacal direction differentiation.
Medieval Persian timing system with day/night birth differentiation, 7-planet + node cycle, sub-period rulers, and historical event correlation engine.
House-per-year progression from Ascendant with time lord activation, profected house transit sensitivity mapping, and zodiacal releasing integration.
Full classical Arabic Parts library: Lot of Fortune, Spirit, Eros, Necessity, Courage, Victory, Nemesis, plus 40+ lesser lots with sect-based day/night formula reversal.
William Lilly-method horary with essential/accidental dignity scoring, receptions (mutual, mixed, generosity), void-of-course detection, and strictures against judgment.
Cosmobiology midpoint tree with 45/90-degree dial visualization data, planetary picture combinations, and Ebertin COSI keyword integration for 78 midpoint pairs.
John Addey harmonic chart system multiplying all planetary positions by H-number. Includes composite harmonics, age harmonics, and harmonic transit overlays.
Out-of-bounds planet detection, parallel aspect tables (same declination = conjunction-strength), contraparallel mapping, and declination-latitude graph data output.
Precession-corrected fixed star positions for Regulus, Spica, Algol, Aldebaran, Antares, Fomalhaut, and 50+ major stars with conjunctive natal planet analysis and orb configuration.
Vedika Ephemeris asteroid files for 5 major asteroids plus Lilith (Black Moon). Full natal/transit/synastry support with 0.001-degree positional accuracy over 6,000 years.
Sun-centered planetary positions for soul-level analysis. Heliocentric natal chart with Earth placement, planetary nodes, and heliocentric transit tracking for outer planets.
Solar/lunar eclipse path calculation with Saros cycle tracking, prenatal eclipse analysis, eclipse-to-natal-planet conjunction detection, and geographic visibility zones.
Real-time VOC Moon detection with configurable aspect set (Ptolemaic/modern), duration tracking, next ingress prediction, and calendar-mode VOC scheduling for 365 days.
Chaldean-order planetary hour computation with sunrise/sunset geolocation-based splitting, night hours, and electional astrology integration for optimal timing selection.
Complete Marc Edmund Jones Sabian symbol database mapped to all 360 zodiacal degrees with keyword extraction, image association, and natal planet symbol report generation.
Complete Arabic Parts library with sect-aware formula switching, Part of Spirit, Part of Marriage, Part of Sickness, and 30+ specialized parts with house-lord activation mapping.
Three-fold sign subdivision with Chaldean, Triplicity, and Hindu decanate rulership systems. Decanate face dignity scoring and sub-ruler personality blending analysis.
Complete 249-sub-lord mapping from horary number input to cuspal positions. Includes sub-lord table lookup, star-lord-sub chain, and instant chart erection from number alone.
Star lord, sub lord, sub-sub lord, and sub-sub-sub lord decomposition with Vimshottari proportion-based cusp subdivision at 10^-4 degree accuracy.
Current-moment ruling planet computation: Ascendant sign/star/sub lords, Moon sign/star/sub lords, and day lord. Cross-validates significators against query-time rulers for prediction confirmation.
Complete cuspal sub-lord significator chain analysis for all 12 houses. Maps each cusp sub-lord's ownership, occupation, star-lord, and aspect significations for event prediction.
4-level significator hierarchy (occupant star lord > occupant > owner star lord > owner) with weighted scoring, aspect-based bonus significators, and strongest significator determination.
Transit planet significator tracking with DBA (dasha-bhukti-antara) synchronization. Identifies exact dates when transit planet activates favorable/unfavorable house groups.
Houses 2, 7, 11 significator analysis with sub-lord promise check on 7th cusp. Joint period (DBA) identification where all three house groups activate simultaneously for marriage event.
Houses 2, 6, 10 significator analysis for employment. Sub-lord promise on 10th cusp, job change timing via 5th/9th cusp activation, and promotion windows via 10th/11th joint periods.
Houses 2, 6, 10, 11 combined significator analysis for income gains. Sub-lord of 11th cusp promise check, sudden wealth indicators via 5th/8th activation, and loss prevention alerts.
Sub-lord of 1st/6th/8th/12th cusp analysis for disease onset timing. Organ-planet-sign mapping, chronic vs acute condition classification, and recovery period estimation via sub-period analysis.
5th cusp sub-lord promise analysis for progeny. Jupiter/5th/11th significator activation periods for conception windows, gender prediction via 5th cusp star lord, and delivery timing from 5th/2nd cusps.
Houses 6, 7, 12 analysis for court cases. Plaintiff vs defendant advantage scoring, verdict timing via 6th/11th or 6th/12th activation, and settlement probability calculation.
4th cusp sub-lord analysis for immovable property acquisition timing. Vehicle purchase windows via 4th/11th activation, property sale indicators via 4th/12th, and rental income periods.
4th/9th cusp sub-lord analysis for academic success. Exam result prediction via 4th/11th house activation, higher education abroad via 9th/12th, and competitive exam timing.
3rd/9th/12th cusp sub-lord analysis for travel abroad. Permanent settlement indicators via 4th/12th cusp, visa approval timing, and return-to-homeland prediction windows.
Chain-of-thought astrological logic spanning 15+ conversational turns with birth chart context persistence, dasha-transit cross-referencing, and progressive insight deepening.
RAG pipeline over 50,000+ digitized classical text passages from BPHS, Phaladeepika, Saravali, Jataka Parijata with exact shloka number, chapter, and verse attribution.
Chart-specific remedy recommendations scored by planetary weakness severity. Considers dasha period, transit pressure, dosha intensity, and user preference filters (gemstone/mantra/ritual/dietary).
Auto-generated decade timeline combining Vimshottari dasha boundaries, Saturn/Jupiter transits, eclipse activations, and Ashtakavarga scores into career, health, and relationship event forecasts.
Push/webhook triggers for significant transits to natal planets. Configurable orb thresholds, planet filters, and aspect types. Saturn return, Rahu-Ketu transit, eclipse alerts with 72-hour advance notice.
Ask "How is my chart different from my spouse's?" in plain language. AI compares two charts across 14 dimensions: elements, modalities, house emphasis, dasha synchronization, and more.
AI-powered alignment mapping between Vedic and Western chart features. Translates Vimshottari periods to profection years, links nakshatras to fixed stars, and reconciles tropical/sidereal placements.
Generate structured astrological research reports from batch chart analysis. Statistical correlation discovery across 1,000+ charts with confidence intervals, p-values, and LaTeX-formatted output.
Adaptive tone calibration based on query emotional context. Detects anxiety, curiosity, urgency, and grief signals to modulate response warmth, directness, and remedy emphasis levels.
Maintains 20-message conversation state with birth chart context pinning. Resolves anaphora ("my 7th lord"), tracks topic shifts, and avoids repeating previously covered analysis across turns.
Simultaneous analysis of 4+ family member charts. Identifies karmic patterns, shared dasha vulnerabilities, parent-child synastry overlays, and household transit impact zones.
Continuous ephemeris monitoring with per-user natal chart overlay. Fires alerts when transiting planets hit natal positions within configured orbs. Supports SMS, email, webhook, and push channels.
Constraint-satisfaction muhurta finder. Input: event type, date range, location. Output: top 5 optimal windows ranked by Panchanga shuddhi, transit favorability, and dasha alignment score.
Chart-aware gemstone recommendations with Shadbala-weighted planet prioritization, finger assignment per classical rules, carat range estimation, and wearing muhurta calculation.
Planetary yantra recommendation based on weakest chart positions. Includes Navagraha yantra priority, Sri Yantra eligibility assessment, and installation muhurta computation per classical tantra texts.
Dasha-lord-specific mantra prescriptions with jaap count from classical texts. Includes beej mantras, stotras, and kavach recommendations calibrated to current Mahadasha-Antardasha combination.
NLP dream symbol extraction mapped to planetary archetypes. Correlates dream imagery with active transit/dasha planets, Moon nakshatra at dream time, and 12th house activation patterns.
Shashtiamsa (D60) chart interpretation for past life karma indicators. Maps D60 devata assignments to karmic debt themes, integrates with 5th/9th house Purva Punya analysis and Ketu placements.
Custom BPE tokenizer trained on 12,000+ Sanskrit shlokas from Brihat Parashara Hora Shastra, Phaladeepika, and Saravali with chandas-aware verse boundary detection.
Domain-adapted Hindi model with 8,500+ Jyotish-specific terms: graha names, rashi names, yoga names, dasha terminology, and remedial vocabulary with Devanagari/Roman dual-script support.
Tamil-language astrology model with Nadi Jyothidam terminology, Agathiyar Nadi leaf classification vocabulary, and Tamil calendar (Panchangam) integration with 60-year cycle names.
Telugu-native astrological inference with Andhra Jyotish vocabulary, Telugu calendar system support, and graha-rashi-nakshatra terminology in Telugu script with transliteration fallback.
Bengali-language Jyotish model with Bangla calendar (Bangabda) integration, Bengal school Jyotish terminology, and Kolkata-centric muhurta calculations for regional festivals.
Gujarati-adapted Jyotish model with Vikram Samvat calendar, Chaitra-based year system, regional festival muhurta library, and Gujarati script planetary name normalization.
Kannada-native astrological model with Karnataka Panchanga system, Kannada script graha/rashi names, and regional Jyothishya terminology for 4,800+ domain-specific tokens.
Malayalam astrological model with Kerala Panchangam (Kolla Varsham calendar), Malayalam script planetary terminology, and Prasna Marga classical text integration for Kerala-school Jyothisham.
Marathi-native model with Shalivahana Shaka calendar, Maharashtra Panchang terminology, Marathi-script graha names, and Pune/Mumbai regional muhurta library for 200+ festivals.
Gurmukhi-script Jyotish model with Nanakshahi calendar support, Punjabi astrological terminology, and Sikh festival muhurta calculations with Gurpurab-aligned planetary analysis.
Odia-language astrology model with Odisha Panchang, Odia script graha terminology, and Jagannath Puri-centered muhurta calculations for Rath Yatra and regional festivals.
Nastaliq-script astrological model with Islamic calendar (Hijri) integration, Urdu planetary names (Zuhra, Mushtari, Zuhal), and Ilm-e-Nujoom classical text references.
Neural machine translation for 50,000+ classical Sanskrit astrological passages with technical term preservation, meter-aware sentence segmentation, and cross-referenced English commentary generation.
Automatic normalization of birth dates/times across 9 Indic numeral systems (Devanagari, Tamil, Bengali, Telugu, Kannada, Malayalam, Gujarati, Gurmukhi, Odia) to ISO 8601 format.
Bidirectional IAST/ITRANS/Harvard-Kyoto transliteration with astrological context-aware disambiguation. Handles compound terms (Mahadasha, Antardasha) and proper noun preservation.
Vector-embedded corpus of 50,000+ classical Jyotish passages from 24 authoritative texts. 1536-dimensional embeddings with semantic search, topic clustering, and citation graph traversal.
Compiled inference graphs with in-flight batching, KV-cache paging, and INT4 AWQ quantization achieving 3.2x throughput improvement over standard HuggingFace serving pipelines.
Dynamic GPU cluster scaling from 2 to 32 H100 SXM5 nodes based on query queue depth, P95 latency targets, and time-of-day demand patterns with 90-second scale-up and graceful drain.
Edge inference on NVIDIA Jetson Orin NX 16GB for on-premise enterprise installations. Supports 7B-parameter quantized models with 45 tokens/sec throughput at 25W power envelope.
Post-training quantization with calibration on 10,000 astrological query/response pairs. Achieves less than 0.3% accuracy degradation vs FP16 with 2.1x memory reduction and 1.8x speed gain.
Automatic mixed precision training pipeline with dynamic loss scaling for domain-specific fine-tuning. 1.7x training speedup with gradient accumulation over 8-GPU data-parallel setup.
Pre-captured CUDA execution graphs for fixed-shape inference paths. Eliminates kernel launch overhead achieving 40% latency reduction on repeated inference patterns with graph replay.
Multi-model serving with dynamic batching, model ensembles, and priority queuing. Serves classification, embedding, and generation models concurrently with per-model SLA enforcement.
NVIDIA NeMo framework integration for LoRA/QLoRA fine-tuning on proprietary astrological datasets. Supports Megatron-LM parallelism for 70B+ parameter models with checkpoint versioning.
A100/H100 Multi-Instance GPU partitioning for enterprise tenant isolation. 7 compute instances per GPU with guaranteed memory/compute bandwidth and per-tenant utilization monitoring.
Multi-GPU tensor parallelism over NVLink 4.0 at 900 GB/s bidirectional bandwidth. Splits 70B+ models across 4 GPUs with pipeline micro-batching for sub-2-second time-to-first-token.
NVIDIA DeepStream SDK for real-time video/image processing pipelines. Enables palm reading via camera feed, birth chart image OCR, and horoscope document digitization at 30 FPS.
ONNX Runtime graph optimization with operator fusion, constant folding, and shape inference for cross-platform deployment. Exports to TensorRT, CoreML, and OpenVINO backends from single model.
Automatic failover from H100 primary cluster to A100 80GB reserve pool. Health-check-driven routing with model-level compatibility matrix and graceful degradation for INT4 quantized workloads.
Adaptive batch assembly with configurable max wait time (50ms) and batch size (32). Continuous batching with iteration-level scheduling for mixed-length sequences and priority preemption.
Live model replacement without request drops using dual-buffer loading. New model version loads into GPU memory while old version serves traffic. Atomic pointer swap at request boundary.
Containerized Vedika inference runtime on Jetson Xavier NX with TensorRT backend. Serves 3B-parameter quantized models at 28 tokens/sec within 15W power envelope for kiosk deployments.
ONNX Runtime Mobile with NNAPI/CoreML execution providers. Sub-200ms birth chart calculation on modern smartphones with optimized 50MB model package and lazy loading architecture.
TFLite-converted planetary position calculator with delegate support for GPU/DSP acceleration. 8-bit quantized model under 12MB for Android deployment with Nakshatra/Rashi instant lookup.
Apple CoreML-optimized chart calculator with Neural Engine utilization on A14+ chips. Achieves 15ms planetary position computation with ANE-accelerated yoga detection pipeline.
Android Neural Networks API integration for hardware-accelerated inference on Qualcomm Hexagon DSP and Samsung NPU. Fallback to GPU compute shader on unsupported chipsets.
WASM-compiled Vedika Ephemeris calculator running entirely in-browser. Zero server round-trips for basic chart computation with SIMD-optimized trigonometric functions and SharedArrayBuffer threading.
ARM64-optimized Vedika runtime on Raspberry Pi 5 (8GB) with 2B-parameter GGUF model serving. Enables temple kiosk installations and rural community astrology terminals at under $80 hardware cost.
Complete Vedika Ephemeris calculation engine compiled for offline use. Embedded ephemeris data files (1800-2400 CE) with no network dependency for planetary positions, houses, and basic yogas.
LRU cache layer on device storing last 500 chart computations with eventual-consistency sync to cloud. Conflict resolution via vector clocks, delta compression for bandwidth-limited scenarios.
Protocol Buffer serialization for API responses achieving 68% size reduction vs JSON. GZIP/Brotli adaptive compression, field masking for partial responses, and 2G-network-optimized payload modes.
Tiered model download: core calculator (2MB) first, then NLP layer (45MB), then full model (200MB). Each tier provides increasing capability while remaining functional at every download stage.
On-device model improvement without raw data upload. Gradient-only aggregation with differential privacy guarantees (epsilon=1.0), secure aggregation protocol, and per-device contribution budgeting.
Lightweight Moon longitude calculator (under 500KB) for instant nakshatra determination without server round-trip. Polynomial approximation with 0.01-degree accuracy for 1900-2100 CE date range.
Starlink/Iridium satellite link support for remote area deployments. Store-and-forward query protocol with 256-byte compressed request format and batch response delivery on next satellite pass.
SAML 2.0 IdP integration with Okta, Azure AD, OneLogin, and Google Workspace. SP-initiated and IdP-initiated flows, JIT user provisioning, and group-to-role mapping.
SCIM 2.0 compliant user lifecycle management. Automatic user creation/deactivation from enterprise directory, group sync, and attribute mapping with 15-second propagation latency.
Full SOC 2 Type II audit readiness with continuous control monitoring, evidence collection automation, 90-day review cycles, and pre-built compliance dashboards for all 5 trust service criteria.
PHI encryption at rest (AES-256-GCM) and in transit (TLS 1.3), BAA template, audit logging per 45 CFR 164.312, automatic data retention policies, and breach notification workflow.
Configurable SLA tiers with automated credit calculation on breach. Real-time SLA dashboard, incident classification (P1-P4), and contractual uptime reporting with multi-region failover guarantees.
Isolated GPU allocation per enterprise customer with dedicated inference endpoints, custom model loading, and guaranteed compute capacity with no noisy-neighbor interference.
Guaranteed data storage in customer-selected regions: US, EU, India, Singapore, Japan, Australia, Brazil, Canada, UK, Germany, UAE, South Korea. No cross-border data transfer without consent.
Append-only audit log with cryptographic chaining (SHA-256). Captures all API calls, admin actions, config changes, and data access events with 7-year retention and tamper-proof verification.
Fine-grained RBAC with 24 predefined roles and custom role builder. Per-endpoint, per-resource, and per-action permissions with attribute-based access control (ABAC) for complex policies.
Per-enterprise LoRA adapter training on client-provided astrological content. Isolated fine-tuning pipeline with data privacy guarantees, adapter versioning, and A/B deployment capability.
Custom AI persona name, response style, greeting templates, and branded terminology per enterprise client. Full persona customization with content policy enforcement and brand voice consistency scoring.
Dedicated high-priority inference lane for enterprise customers with guaranteed sub-3-second P99 latency. Queue-jumping for premium tiers with fair-share scheduling among enterprise tenants.
On-demand 10x traffic burst handling with 30-second spin-up of pre-warmed reserve capacity. Festival/event-driven auto-scaling for predictable spikes (Diwali, Makar Sankranti, New Year).
Per-client webhook payload transformation with JavaScript template engine. Map Vedika response fields to client's internal schema, add custom headers, and retry with exponential backoff.
Real-time cost analytics per team, project, and API key with budget alerts, spend forecasting, custom invoice generation, departmental cost allocation, and usage anomaly detection.
Parent-child organization trees with cascading policies, shared billing, cross-org API key delegation, and hierarchical usage reporting for conglomerates and franchise models.
Complete React Native SDK with TypeScript types, SSE streaming hooks, offline chart caching, and pre-built UI components (ChartWheel, DashaTimeline, TransitCalendar) for rapid mobile app development.
Dart-native Vedika SDK with CustomPainter-based chart visualization widgets. Includes BirthChartWidget, SynastryOverlay, DashaPeriodBar, and TransitTimeline with theme customization.
Swift-native SDK with async/await concurrency, Combine publishers for streaming, SwiftUI chart views, and Keychain-secured API key storage. Supports iOS 15+, macOS 12+, watchOS 9+.
Kotlin-first SDK with coroutines/Flow for streaming, Jetpack Compose chart composables, Room-based offline cache, and EncryptedSharedPreferences for API key storage. Supports API 24+.
Xamarin.Forms/MAUI bindings for Vedika API with shared C# client library, platform-specific renderers for chart views, and NuGet package distribution with XML documentation.
Capacitor plugin wrapping Vedika API with native bridge for background chart computation, push notification handling, and biometric authentication. Works with Angular, React, and Vue Ionic apps.
SQLite/Realm-backed offline data layer with conflict resolution, background sync queue, and stale data indicators. Full chart computation available offline, AI features degrade gracefully.
FCM/APNs push notifications for planetary transit events. Configurable per-planet, per-aspect triggers with user timezone-aware delivery scheduling and rich notification with chart preview.
iOS WidgetKit and Android App Widget SDKs for home screen astrology widgets. Daily panchang, current nakshatra, running dasha period, and transit alert widgets with 15-minute refresh cycles.
Apple Watch complications showing current Moon nakshatra, running dasha lord, and daily planetary hora. ClockKit/WidgetKit complication families: circular, rectangular, inline, and graphic.
Wear OS Tiles API integration for at-a-glance astrology data. Swipeable tiles for daily horoscope, current planetary positions, muhurta windows, and panchang details with hourly background updates.
iOS BGTaskScheduler and Android WorkManager integration for pre-computing daily charts, transit updates, and dasha transitions during device idle time with battery-optimized scheduling.
Face ID/Touch ID/fingerprint gate for sensitive astrological readings. Per-reading biometric requirement configurable by API consumer, with Keychain/Keystore-backed encryption for cached readings.
ARKit/ARCore-powered sky map overlay showing real-time planetary positions with astrological annotations. Point camera at sky to see planet dignities, current transits, and nakshatra boundaries.
Complete GraphQL schema with 140+ types, nested resolvers for chart-dasha-transit composition, subscription support for real-time transit updates, and DataLoader-batched database queries.
Protocol Buffers-defined astrology service with unary, server-streaming, and bidirectional streaming RPCs. Proto3 schema with 85 message types and deadline-aware cancellation support.
Auto-generated OpenAPI 3.1 specification from route decorators with example request/response payloads, schema validation, discriminated unions, and Redocly-powered interactive documentation.
Complete Postman collection with environment variables, pre-request auth scripts, test assertions, and collection runner for automated endpoint validation across all 140+ endpoints.
VS Code extension with inline API testing, response preview, birth data input widget, chart visualization panel, and IntelliSense for Vedika SDK methods with documentation hover.
Copilot-compatible code snippets and function signatures for Vedika SDK. Contextual suggestions for birth chart queries, dasha lookups, and transit calculations within IDE autocomplete.
HashiCorp Terraform provider for Vedika infrastructure-as-code. Manage API keys, webhooks, rate limits, and enterprise tenant configuration via declarative HCL with state tracking.
Real-time webhook inspection tool with request/response logging, replay capability, payload diff comparison, delivery timeline visualization, and automatic retry trigger for failed deliveries.
Browser-based API testing environment with live request builder, response inspector, code generator (8 languages), and shareable playground links for team collaboration and debugging.
Auto-generate type-safe SDK clients from OpenAPI spec for JavaScript, Python, Java, Go, Ruby, PHP, C#, and Rust. Includes request validation, error handling, and retry logic per language idioms.
Interactive rate limit testing tool that simulates burst patterns against your plan's limits. Visualizes token bucket fill rate, shows when throttling kicks in, and recommends optimal request pacing.
Query-level cost estimation tool. Input your expected query volume, endpoint mix, and language distribution to get monthly cost projections with plan optimization recommendations.
Automated migration assistant from Prokerala, Astro-API, VedicRishi, and AstroSage APIs. Maps competitor request/response formats to Vedika equivalents with compatibility shim layer.
Built-in experimentation framework for testing different AI response styles, lengths, and detail levels. Traffic splitting, metric collection (engagement, satisfaction), and statistical significance calculator.
Percentage-based traffic routing between API versions with automatic rollback on error rate spike. Canary analysis with latency, error rate, and response quality comparison dashboards.
Command-line interface for Vedika API with interactive chart queries, API key management, usage reports, and shell completions. Supports pipe-friendly JSON output and batch scripting mode.
50+ Zapier triggers and actions: new chart computed, transit alert fired, dasha period changed, daily horoscope generated. Connect Vedika to 6,000+ apps without writing code.
Custom n8n community nodes for Vedika API with visual workflow builder integration. Birth chart node, AI query node, transit webhook trigger, and batch processing node with credential management.
Make.com (Integromat) modules for Vedika API with scenario-ready templates. Pre-built automation recipes for daily horoscope emails, CRM birth data enrichment, and transit-triggered campaigns.
Shopify app embedding daily horoscope widgets, product-specific gemstone recommendations, and auspicious shopping day calculators on any Shopify store with one-click installation.
WordPress plugin with shortcodes for daily/weekly/monthly horoscope, birth chart calculator widget, kundli matching form, and panchang sidebar. Supports WPBakery and Elementor page builders.
Slack bot posting daily team horoscopes to configured channels. Slash commands for instant birth chart lookup, compatibility checks between team members, and muhurta suggestions for meetings.
Discord bot with slash commands for birth chart generation, synastry between users, daily horoscope channel posting, and role-based access to premium astrology features. Supports Discord interactions API v10.
WhatsApp Cloud API integration for conversational astrology. Interactive list messages for chart selection, button-based follow-up questions, and media messages with chart images in WhatsApp threads.
White-label Telegram bot framework for astrology businesses. Inline keyboard menus, webhook-mode operation, group chat support, and payment integration via Telegram Payments API for premium readings.
Amazon Alexa custom skill for voice-based horoscope delivery. "Alexa, what's my horoscope today?" with account linking, personalized readings from stored birth data, and daily flash briefing skill.
Google Assistant conversational action for horoscope and panchang queries. "Hey Google, what's today's panchang?" with multi-turn dialog, account linking, and Actions Builder visual flow designer.
Siri Shortcuts for quick astrology queries. "Hey Siri, check my transits" triggers Vedika API via Shortcuts automation. Supports Shortcut parameters, output variables, and multi-step workflows.
Notion integration syncing daily panchang, muhurta windows, and personal transit alerts to Notion databases. Auto-updates pages with planetary positions and auspicious timing tables.
Salesforce managed package with custom objects for birth charts, astrology readings, and compatibility scores. Enrich lead/contact records with astrological data for personalized engagement.
7B-parameter open-weight model fine-tuned on 2M+ Jyotish Q&A pairs across 12 Indic languages. Apache 2.0 licensed, HuggingFace hosted, with GGUF/GPTQ/AWQ quantized variants for community use.
Standardized benchmark with 5,000 astrological questions and verified answers from BPHS, Phaladeepika, Saravali. Covers chart interpretation, yoga detection, dasha prediction, and remedy selection.
Public leaderboard comparing astrology API accuracy across providers. Tests planetary positions, yoga detection, dasha calculation, and house placement against Vedika Ephemeris ground truth.
OCR + manual correction pipeline digitizing 200+ rare Jyotish manuscripts from Sanskrit, Tamil, and Telugu. Includes palm leaf manuscripts, lithograph prints, and out-of-print commentaries.
Open-source TypeScript/Python library for astronomical calculations: planetary positions, house systems (12 types), ayanamsa (15 systems), and coordinate transformations. MIT licensed on GitHub.
Open-source SVG chart rendering library supporting North Indian, South Indian, Western wheel, and KP formats. Responsive, accessible, theme-customizable with D3.js foundation. npm + PyPI packages.
Academic research on prediction accuracy across Vedic, Western, KP, and Jaimini systems. 10,000-chart dataset with known life events. Statistical analysis of system agreement rates and complementarity.
Benchmark suite for detecting astrological hallucinations in LLM outputs. 3,000 test cases covering false planetary placements, invented yoga names, wrong dasha periods, and fabricated classical references.
Open-source NLP toolkit for Sanskrit astrological texts: sandhi splitting, compound decomposition, morphological analysis, named entity recognition for planetary/sign references, and dependency parsing.
Automated validation framework comparing planetary positions against JPL Horizons, VSOP87, and Vedika Ephemeris reference implementations. Tests 100,000 date-position pairs with 0.001-degree tolerance.
Community-driven fine-tuning platform where verified astrologers contribute training data. Reputation-weighted data validation, contributor leaderboard, and model improvement tracking with version history.
Free API access for verified academic researchers with .edu/.ac email domains. 10,000 requests/month, full endpoint access, batch processing, and data export for peer-reviewed research papers.
Web portal for collaborative astrological research with shared datasets, Jupyter notebook integration, peer review workflow, and automatic citation generation for Vedika-powered research papers.
Conference track for Indic AI in astrology at AAAI, NeurIPS, and ACL. Presenting papers on domain-specific LLM evaluation, multilingual Jyotish NLP, and anti-hallucination architectures for cultural AI.
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