# Ambuj123-lab/agentic-rag-financial-parser

<https://repo.masters-masters.com/en/repos/Ambuj123-lab/agentic-rag-financial-parser>

[Home](https://repo.masters-masters.com/en) › [Ambuj123-lab](https://repo.masters-masters.com/en/owners/Ambuj123-lab) › [agentic-rag-financial-parser](https://repo.masters-masters.com/en/repos/Ambuj123-lab/agentic-rag-financial-parser)

Ambuj123-lab/agentic-rag-financial-parser has 111 stars on GitHub. Its RepoMasters card: Prototype tier. Enterprise RAG ecosystem managing 32000+ semantic…

| Field | Value |
| --- | --- |
| Owner | [Ambuj123-lab](https://repo.masters-masters.com/en/owners/Ambuj123-lab) |
| Stars | 111 |
| Forks | 28 |
| Language | [Python](https://repo.masters-masters.com/en/languages/python) |
| License | AGPL-3.0 |
| Created | 2026 |
| Topics | agentic-rag, fastapi, genai, langgraph, llmops, pinecone-db, python, rag, matryoshka-representation-learning |
| Tier | [Prototype (100 to 249 ★)](https://repo.masters-masters.com/en/ranks/rush) |
| View on GitHub | [Ambuj123-lab/agentic-rag-financial-parser](https://github.com/Ambuj123-lab/agentic-rag-financial-parser) |

## Repository

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

The tier for repos with 100 to 249 ★. Published odds per card pulled: 70%. Rarity: Common.

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Data: GitHub · Illustration drawn by RepoMasters from the repo’s ID and its language color.