agentic-rag-financial-parser

Grade B: derived only from the two verdicts below. How grades work

Enterprise RAG ecosystem managing 32000+ semantic chunks. Features hybrid parsing (LlamaParse/PyMuPDF) and 256-dim MRL embeddings for 512MB RAM environments

Active1 major behindChecked Oct 19, 2026Free

Visit agentic-rag-financial-parser ↗Source on GitHub ↗

Why this verdict

How we check →

23 commits by 1 contributor in the last 90 days (7 in the last 30). receipt ↗
React 18 declared; latest is 19 (1 major behind). receipt ↗
On current major: Pydantic. receipt ↗
Not counted in verdict: FastAPI 0 → 0, LangGraph 0 → 1. receipt ↗

Snapshot: commit a0865c3 on main, checked 2026-10-19 06:38 UTC. Receipts link to files at this exact commit.

Dependency freshness

Package	Declared	Latest	Status
FastAPI fastapi	0.111.0	0.146.0	Behind, not counted
LangGraph langgraph	0.2.9	1.2.16	Behind, not counted
React react	18.3.1	19.3.1	1 major behind
Pydantic pydantic	2.7.0	2.14.1	Current

Declared = lowest version the kit's dependency file (package.json, pyproject.toml or requirements.txt) allows. Latest = the npm "latest" tag or the newest PyPI release. TypeScript, the Stripe SDK, FastAPI and other 0.x packages are shown but not counted in the verdict.

What's in the stack

Framework: Vite, FastAPI
AI: LangGraph
API layer: Pydantic, Uvicorn

Detected from declared dependencies. A listed package means it's installed, not necessarily fully wired up.

What the README says you get

AI
11-node agentic RAG pipelineautonomous, 11-node Agentic RAG pipeline that parses and queries complex Indian financial & legal documents
AI
Intent classification routingIntent detection + 6-path routing
AI
Jailbreak query blockingBlocks abusive + jailbreak queries with regex blocklist guardrail
AI
Clarifying question flowAsks clarifying questions for vague queries (max 2 rounds)
AI
Live stock market toolGemini functionDeclarations + yfinance for live market data
AI
Circuit breaker recoverypybreaker pattern: 3 API failures → graceful fallback message
Data
Pinecone vector storage14,662 high-dimensional vectors in Pinecone (256d MRL)
Email
WhatsApp bot webhooksReal-time user bot interaction via Webhooks
UI
React streaming UISPA with lazy loading, dark theme, real-time streaming UI

Extracted from the kit's README by a local AI model (deepseek-flash) on Oct 12, 2026. Every item is checked against an exact README quote; 5 unverifiable items were discarded. A README claim is the maker's description, not something we tested.

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History

Sep 29, 2026 → Oct 19, 2026. One square per check, colored by maintenance status. Hover for details.

Show as a table

Date	Maintenance	Dependencies	Commits (90d)
Oct 19, 2026	Active	1 major behind	23
Oct 12, 2026	Active	1 major behind	79
Sep 29, 2026	Steady	1 major behind	169

Sources

Every claim on this page comes from these public records, checked Oct 19, 2026. Open them to verify.

Commit history ↗ default branch (main) at the checked commit: pulse, contributors, last commit
Releases ↗ latest release
frontend/package.json ↗ declared dependency versions and stack (at commit a0865c3)
requirements.txt ↗ declared dependency versions and stack (at commit a0865c3)
README ↗ quoted features at the checked commit
npm registry ↗ latest versions (each linked in the table above)
PyPI ↗ latest versions of Python packages (each linked in the table above)

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