TesseractRAG
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About TesseractRAG

ZE
Zeyad Elsayed
AI Engineer · TesseractRAG

⚙️ Technology Stack

🗄️ Database
PostgreSQL + pgvector | FAISS
SQLAlchemy ORM
Alembic Migrations
🔍 Vector Search
HNSW Index (pgvector)
Cosine Similarity
Hybrid BM25 + Dense
🤖 Language Models
llama-3.3-70b-versatile (Groq)
Llama-3.1-8B-Instruct (HF)
[Qery rewite] llama-3.1 (Groq)
🧩 Embeddings and Reranker
Jina AI Embedder
EmbedDispatcher Router
[Reranker] BAAI/bge-reranker-v2-m3 (HF)
🚀 Backend
FastAPI (Python)
Async SQLAlchemy
JWT Auth
📊 Evaluation
LLM-as-a-Judge (Cohere)
Faithfulness Score
Context Precision/Recall
🚀 Development
Docker
CI/CD (Github Actions)

📦 Release

Version
v2.0.1
License
MIT

🛡️ Admin Operations

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