List: RAG & AI Agents | Curated by Vishal Rajput

Oct 4, 2024
13 stories
16 saves
RAG  & AI Agents
In
Artificial Intelligence in Plain English
by
Florian June
Advanced RAG 07: Exploring RAG for TablesTable parsing, index structure and table summary acquisition method.
Mar 15, 2024
1
Mar 15, 2024
1
OpenRAG
Modular RAG and RAG Flow: Part IIUnsure how to design your RAG flow? Take a look at Modular RAG Flow.
Jan 29, 2024
4
Jan 29, 2024
4
OpenRAG
Modular RAG and RAG Flow: Part ⅠA compressive and high-level summarization of RAG .
Jan 24, 2024
4
Jan 24, 2024
4
In
AIGuys
by
Vishal Rajput
How To Build LangChain RAG With DSPy?Systematic Prompting Combined With RAGs
Aug 7, 2024
1
Aug 7, 2024
1
In
AIGuys
by
Vishal Rajput
How To Build Hierarchical Multi-Agent Systems?Are Agents just simple rules? Are Agents just enhanced reasoning? The answer is yes and no. Yes, in the sense that agents have simple rules…
Jul 29, 2024
Jul 29, 2024
In
AIGuys
by
Vishal Rajput
Graph RAG: From Local to GlobalA Graph RAG Approach to Query-Focused Summarization
Jun 17, 2024
1
Jun 17, 2024
1
In
AIGuys
by
Vishal Rajput
TextGrad: Controlling LLM Behavior Via TextTextGrad backpropagates textual feedback provided by LLMs to improve individual components of a compound AI system.
Jun 19, 2024
4
Jun 19, 2024
4
This covers the most detailed system design of RAG and AI Agents.
In
AIGuys
by
Vishal Rajput
Solving Production Issues In Modern RAG SystemsSolving Issues in Modern RAG Production Pipeline
Apr 1, 2024
4
Apr 1, 2024
4
In
AIGuys
by
Vishal Rajput
Solving Production Issues In Modern RAG Systems-IISolving Production & Scaling Issues In RAG. Complex Table and PDF parsing. RAG Future: AI Agents?
Apr 8, 2024
1
Apr 8, 2024
1
In
AIGuys
by
Vishal Rajput
Next for LLMs and RAG: AI Agentic Workflows?Are AI agents the next big thing in AI? Making LLMs and RAG smarter with Agentic Workflows
Apr 11, 2024
1
Apr 11, 2024
1
In
AIGuys
by
Vishal Rajput
Prompt Engineering Is Dead: DSPy Is New Paradigm For PromptingDSPy Paradigm: Let’s program — not prompt — LLMs
Jun 19, 2024
77
Jun 19, 2024
77
In
AIGuys
by
Vishal Rajput
AI Agents Are All You NeedAI Agents, Understanding the  role of Tools, Memory, and Planning in making them work.
Apr 22, 2024
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Apr 22, 2024
13
In
AIGuys
by
Vishal Rajput
RAG 2.0: Retrieval Augmented Language ModelsRAG 2.0 shows the true capabilities of Retrieval Systems and LLMs
Apr 16, 2024
13
Apr 16, 2024
13