It tracks entities and relations through a graph structure, so updates merge context instead of replacing it. That’s what keeps long-term memory consistent over multiple sessions.
@sumanth_077
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Mem0: Open-Source Memory Layer for AI Agents
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Build AI agents with scalable long-term memory! Mem0 is a fully open-source memory layer that gives AI agents persistent, contextual memory across sessions. Without memory, agents reset after every interaction, losing context and continuity, which limits their usefulness in
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SQL meets semantic understanding flexibility innovation
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Love how this keeps the control of SQL while adding the flexibility of semantic understanding. Great share Akshay!
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DPT-2 Document Pre-Trained Transformer Model Revolutionizes Complex Table Parsing
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The new Document Pre-Trained Transformer (DPT-2) model in ADE is a game changer. It parses complex tables with merged cells, multi-level headers, and irregular grids, with spatial grounding and bounding boxes for traceability. GitHub Repo:
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ade-python: Transform Complex Documents into LLM-Ready Data
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Turn complex and messy documents into LLM-ready data! ade-python is a Python library for Agentic Document Extraction (ADE) that outputs layout-aware structured JSON from visually complex documents.
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DeepEval: Open Source LLM-as-Judge Evaluation Framework
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Evaluate multi-turn conversations with just a few lines of code! DeepEval lets you build decision-tree based LLM-as-a-judge evals that break down complex chats step by step. 100% Open Source.
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Modular Context-Triggered Guidelines Beat Large Prompts
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Couldn't agree more, Modular, context-triggered guidelines work way better than giant prompts. Great share, Akshay!
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Glean Agent Toolkit: Python Library for Multi-Agent Search
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Build multi-agent systems with powerful search and knowledge! Glean just released the Agent Toolkit, a Python library that lets you add search and knowledge discovery capabilities to your AI agents.
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Weekly ML LLMs AI Agents Tutorials and Open Source Repositories
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If you're interested in ML, LLMs, and AI agents and want to receive weekly tutorials and open-source repos, subscribe to AI Engineering (it's free):
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Mito AI: AI-Powered Data Analysis and Automation Tool
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Check out Mito AI here: https://
trymito.io Github Repo: