# rag

13 min read

Tim Pap

Jan 20

🤖📚 Take Your First Steps into RAG: Building a LlamaIndex Retrieval Application using OpenAI’s gpt-3.5-turbo

#llamaindex #llm #rag #python

6 min read

azhar

Jan 18

Enhancing Text-to-Image AI: Prompt Recommendation System for Stable Diffusion Using Qdrant Vector Search and RAG

#stablediffusion #rag #semantic #qdrant

8 min read

Yaw Joseph Etse

Jan 12

Balancing Innovation and Privacy: Navigating LLM Augmentation with RAG and RA-DIT

#llm #rag #machinelearning #privacy

2 min read

Ray

Jan 12

RAG in LLM

#ai #llm #rag

2 min read

David Mezzetti for NeuML

Jan 4

API Authorization and Authentication

#ai #llm #rag #vectordatabase

4 min read

Tilde A. Thurium

Jan 2

Building a Healthcare Chatbot with Mixtral 8x7b, Haystack, and PubMed

#rag #llm #chatbot

5 min read

Guillermo Ruiz for AWS Español

Dec 18 '23

Valida automáticamente tus respuestas de AWS Bedrock LLM

#llm #aws #ai #rag

6

7 min read

ensamblador for AWS Español

Dec 11 '23

Agrega consulta de documentos a tu Asistente de IA Generativa

#generativeai #llm #rag #chatbot

6

7 min read

David Mezzetti for NeuML

Dec 10 '23

Integrate LLM Frameworks

#ai #llm #rag #vectordatabase

5 min read

raphiki for Technology at Worldline

Dec 9 '23

RAG Tutorial: Exploring AnythingLLM and Vector Admin

#rag #anythingllm #vectoradmin #llm

62

7 min read

Chris Churilo

Dec 2 '23

Milvus Adventures December 1, 2023

#opensource #rag #vectordatabase #milvus

3 min read

David Mezzetti for NeuML

Nov 29 '23

Build RAG pipelines with txtai

#ai #llm #rag #vectordatabase

8 min read

raphiki for Technology at Worldline

Nov 22 '23

Reconquer your documents with Ragna

#ai #rag #ragna #llm

3 min read

raphiki for Technology at Worldline

Nov 13 '23

From Local AI to Enterprise-grade deployment with BionicGPT

#bionicgpt #ai #localai #rag

4 min read

David Mezzetti for NeuML

Nov 1 '23

Custom API Endpoints

#ai #llm #rag #vectordatabase

3 min read

Bill Chambers

Oct 31 '23

A beginner's guide to building a Retrieval Augmented Generation (RAG) application from scratch

#ai #rag #beginners #nlp

10 min read

David Mezzetti for NeuML

Oct 31 '23

All about vector quantization

#ai #llm #rag #vectordatabase

5 min read

Akshat Jain

Oct 9 '23

Introduction to RAGA – Retrieval Augmented Generation and Actions

#ai #superagi #rag #raga

3 min read

Chris Churilo

Oct 7 '23

Milvus Adventures

#opensource #vectordatabase #rag #ai

77

2 min read

Tatiana Caciur for Speakeasy

Oct 4 '23

Introducing Speakeasy Suggest - Automatic OpenAPI Spec Maintenance

#openapi #llm #api #rag

15 min read

Raouf Chebri for Neon

Feb 15

Understanding vector search and HNSW index with pgvector

#postgres #ai #pgvector #rag

10 min read

raphiki for Technology at Worldline

Sep 18 '23

Introducing GPT4All

#chatbot #llm #rag #gpt4all

10

4 min read

David Mezzetti for NeuML

Sep 7 '23

External database integration

#ai #llm #rag #vectordatabase

9 min read

David Mezzetti for NeuML

Aug 18 '23

Benefits of hybrid search

#ai #llm #rag #vectordatabase

5 min read

David Mezzetti for NeuML

Aug 17 '23

Building an efficient sparse keyword index in Python

#ai #llm #rag #vectordatabase

9 min read

David Mezzetti for NeuML

Aug 10 '23

💡 What's new in txtai 6.0

#ai #llm #rag #vectordatabase

5

9 min read

David Mezzetti for NeuML

May 4 '23

Customize your own embeddings database

#ai #llm #rag #vectordatabase

9 min read

David Mezzetti for NeuML

Mar 3 '23

Prompt templates and task chains

#ai #llm #rag #vectordatabase

4 min read

David Mezzetti for NeuML

Feb 21 '23

Embeddings in the Cloud

#ai #llm #rag #vectordatabase

6 min read

David Mezzetti for NeuML

Feb 1 '23

Prompt-driven search with LLMs

#ai #llm #rag #vectordatabase

6 min read

David Mezzetti for NeuML

Jan 12 '23

Train a language model from scratch

#ai #llm #rag #vectordatabase

5 min read

David Mezzetti for NeuML

Nov 29 '22

Text to speech generation

#ai #llm #rag #vectordatabase

4 min read

David Mezzetti for NeuML

Oct 13 '22

Classic Topic Modeling with BM25

#ai #llm #rag #vectordatabase

5 min read

David Mezzetti for NeuML

Sep 16 '22

Introducing the Semantic Graph

#ai #llm #rag #vectordatabase

9 min read

David Mezzetti for NeuML

Aug 24 '22

Embeddings index components

#ai #llm #rag #vectordatabase

7 min read

David Mezzetti for NeuML

Jul 11 '22

Run txtai in native code

#ai #llm #rag #vectordatabase

7 min read

David Mezzetti for NeuML

Jul 1 '22

Pictures are a worth a thousand words

#ai #llm #rag #vectordatabase

3 min read

David Mezzetti for NeuML

May 6 '22

Build a QA database

#ai #llm #rag #vectordatabase

12

3 min read

David Mezzetti for NeuML

Apr 20 '22

Query translation

#ai #llm #rag #vectordatabase

4 min read

David Mezzetti for NeuML

Mar 31 '22

Model explainability

#ai #llm #rag #vectordatabase

5 min read

David Mezzetti for NeuML

Mar 10 '22

Embeddings SQL custom functions

#ai #llm #rag #vectordatabase

4 min read

David Mezzetti for NeuML

Mar 10 '22

Near duplicate image detection

#ai #llm #rag #vectordatabase

3 min read

David Mezzetti for NeuML

Mar 2 '22

Anatomy of a txtai index

#ai #llm #rag #vectordatabase

7 min read

David Mezzetti for NeuML

Feb 10 '22

Push notifications with workflows

#ai #llm #rag #vectordatabase

12

7 min read

David Mezzetti for NeuML

Feb 3 '22

Workflow Scheduling

#ai #llm #rag #vectordatabase

6 min read

David Mezzetti for NeuML

Jan 26 '22

Entity extraction workflows

#ai #llm #rag #vectordatabase

5

3 min read

David Mezzetti for NeuML

Jan 26 '22

Generate image captions and detect objects

#ai #llm #rag #vectordatabase

2 min read

David Mezzetti for NeuML

Jan 6 '22

💡 What's new in txtai 4.0

#ai #llm #rag #vectordatabase

7 min read

David Mezzetti for NeuML

Jan 6 '22

Tensor workflows

#ai #llm #rag #vectordatabase

5 min read

David Mezzetti for NeuML

Nov 10 '21

Transform tabular data with composable workflows

#ai #llm #rag #vectordatabase

14 min read

David Mezzetti for NeuML

Oct 14 '21

Export and run other machine learning models

#ai #llm #rag #vectordatabase

6

6 min read

David Mezzetti for NeuML

Sep 25 '21

Extractive QA to build structured data

#ai #llm #rag #vectordatabase

3 min read

David Mezzetti for NeuML

Sep 10 '21

Train a QA model

#ai #llm #rag #vectordatabase

3 min read

David Mezzetti for NeuML

Sep 7 '21

Export and run models with ONNX

#ai #llm #rag #vectordatabase

11

12 min read

David Mezzetti for NeuML

Aug 18 '21

Train a text labeler

#ai #llm #rag #vectordatabase

2 min read

David Mezzetti for NeuML

Aug 18 '21

Train without labels

#ai #llm #rag #vectordatabase

3 min read

David Mezzetti for NeuML

May 19 '21

Distributed embeddings cluster

#ai #llm #rag #vectordatabase

5

5 min read

David Mezzetti for NeuML

Mar 27 '21

Extract text from documents

#ai #llm #rag #vectordatabase

7 min read

David Mezzetti for NeuML

Mar 27 '21

Translate text between languages

#ai #llm #rag #vectordatabase