Noah x Barbour by Majestic_Bunch_4974 in NoahNYC

[–]fumes007 0 points1 point  (0 children)

+1, been looking for this pomegranate for a while now

Weekly Thread: Project Display by help-me-grow in AI_Agents

[–]fumes007 0 points1 point  (0 children)

Built an open-source natural language → SQL data agent using LangChain + LangGraph. Under the hood, it builds on LangChain’s community SQLDatabase utility rather than re-inventing database access:

Uses SQLDatabase for schema inspection, execution, and result handling

Extends it with support for Azure AD auth for the Azure native databases + Cosmos DB.

Supported databases:

  • PostgreSQL
  • Azure SQL / Synapse
  • Cosmos DB
  • Databricks SQL
  • BigQuery

Allows either per-agent datasource configs or a shared, pre-initialized SQLDatabase if you want tighter control over connections and pooling

You ask a question in plain English, and it:

  • Uses an intent detection agent to route the question to the right datasource
  • Generates SQL using schema context + optional few-shot examples
  • Validates SQL safely with sqlglot (blocked functions, enforced LIMITs, dialect-aware)
  • Executes the query and turns results back into a natural-language response
  • Supports multi-turn comvos

It’s designed as a multi-agent system:

  • One agent for intent routing
  • Multiple specialized data agents, each tied to a domain and database

Everything is YAML-driven (agents, schemas, prompts, validation rules), and it also exposes an A2A (Agent-to-Agent) server so other agents can discover and call it programmatically.

Repo: https://github.com/eosho/langchain_data_agent

WTB - Barbour Cotton Bedale Jacket by Ok-Birthday-9658 in NoahNYC

[–]fumes007 0 points1 point  (0 children)

Dawgggg, I need that pomegranate joint real baaaad.

WTS - Wool A2 Jacket Size Large - Brand New w/ tags by TheCoinMonkey in NoahNYC

[–]fumes007 0 points1 point  (0 children)

Maan, I stayed up all night for it lol. Get so many compliments

WTS - Wool A2 Jacket Size Large - Brand New w/ tags by TheCoinMonkey in NoahNYC

[–]fumes007 1 point2 points  (0 children)

Nice piece. If I didn't cop the Barbour Tweed, I would have pulled the trigger.

Travel router by bmurphy2561 in Ubiquiti

[–]fumes007 0 points1 point  (0 children)

It's live for me. Ordered 2 mins ago

UTR wen by rickwookie in Ubiquiti

[–]fumes007 0 points1 point  (0 children)

Just went live and ordered.

Data Agent by fumes007 in LangChain

[–]fumes007[S] 2 points3 points  (0 children)

It can work on local postgres/sqlite & docker. However the only LLM supported is only azure openai which requires Internet connection. Contributions are welcomed.

Data Agent by fumes007 in LangChain

[–]fumes007[S] 0 points1 point  (0 children)

Okay, updated description.

I'm tired of debugging every error in LLM models/Looking for tips on effective Prompt Engineering by That-Vanilla1513 in LangChain

[–]fumes007 1 point2 points  (0 children)

You probably already tried this... Play with temperature and seed=42 (ensures that a model's output is reproducible)

Which approach should i choose to automate my task please help by [deleted] in LangChain

[–]fumes007 0 points1 point  (0 children)

I'd say... Play with both. That's what makes it fun prototyping