FalkorDB

🚨 Attention Developers and Data Enthusiasts, The End of Life (EOL) deadline for RedisGraph is fast approaching! Now is the time to transition to its robust and innovative successor, FalkorDB. By migrating to FalkorDB, you can ensure seamless transitions, enhanced performance, and continued support for your graph database needs. Don’t wait until the last minute—make the switch today and stay ahead of the curve. For more details on how to migrate and the benefits of FalkorDB, feel free to reach out or check the official documentation. Links for more data are in the first comment. #RedisGraph #FalkorDB #DataMigration #TechUpdate #GraphDatabase #DataManagement #Innovation #TechCommunity Best regards, FalkorDB Team

Our GraphRAG-SDK version 0.2.0 now supports Ollama and Azure OpenAI expanding deployment options for graph-based RAG applications. This integration enables developers to leverage local LLM deployments through Ollama or enterprise-grade Azure OpenAI services while maintaining FalkorDB’s efficient graph storage and retrieval capabilities. 👨💻Check it out here, happy coding: https://lnkd.in/dn4kQQiT #rag #GraphRAG #GenAI #KnowledgeGraphs

Memary is an open-source memory layer designed for AI agents, focusing on emulating human memory processes to enhance agent capabilities. This technical approach has resonated with developers, leading to increased engagement and adoption, resulting in: 100,000+ repo visits | 1,400+ stars | 1,700+ package downloads | 900+ clones | 95+ forks Check out how this collaboration enables better data processing, a multi-ai-agent framework, and future-proofing: https://lnkd.in/eFXi4nJ9 We thank Julian Saks and the Memary team for this awesome collaboration! #AIAgents #GraphRAG #GenAI #KnowledgeGraphs

Here is a list of everything that happened in AI Agents this week 🧵 (save for later) 1/ OpenAI released swarm -  a framework for building, orchestrating and deploying multi-agent systems. https://lnkd.in/gTZNudKW 2/ A single person ran 30k agents on Otto (Cognosys) within 48 hours! https://lnkd.in/gJag5qx5 3/ Agentstack from Agency is now officially open sourced. Braelyn Boynton created the easiest way to start your next Agent project. https://lnkd.in/gQzGR8WD 4/ MetaGPT introduced AFlow: Automating Agentic Workflow Generation which achieves GPT-4o-level on HumanEval at just 4.55% of its cost https://lnkd.in/gUxF5kCT 5/ Yohei Nakajima presents "ditto" the simplest self-building coding agent https://lnkd.in/gGSwxMs5 6/ Jerry Liu from LlamaIndex made a multi-agent workflow using llamaParse for report generation + form filling use cases https://lnkd.in/gYKvsd-M 7/ Assem Chammah from nexusGPT built an agent that generates full Powerpoint presentations. https://lnkd.in/gm8Xg_sU 8/ Jiquan Ngiam from Lutra AI added the ability for their agents to work well with Google sheets, Excel. https://lnkd.in/gVre3wF4 9/ Karan Vaidya used Composio, phidata, and E2B's code interpreter for stock analysis.  https://lnkd.in/g4mNJ94R 10/ Eric Ciarla introduces Swarm Web Extractor built with OpenAI’s new multi-agent framework Swarm, SerpApi, and Firecrawl. https://lnkd.in/gGJvyVkY 11/ Tyler Reed launched his CrewAI series.  https://lnkd.in/g8hWQkCE 12/ Perplexity launched Internal Knowledge Search. https://lnkd.in/ggRNGF_b 13/ CrewAI launched 0.74.2! Great work João (Joe) Moura, Rob Bailey, Lorenze Jay Hernandez, Tony K. https://lnkd.in/gf7ect5Y 14/ “We are seeing Agentforce accuracy 81% of the time” -Marc Benioff https://lnkd.in/gB9n2_Ni 15/ Taskade showcases an improved Agent Tools. https://lnkd.in/gJjD6CeM 16/ NotebookLM is launching an early access program for Businesses. https://lnkd.in/gKxH5bsq 17/ Compare Mode is now available in Google AI Studio. https://lnkd.in/gW6zRiZe 18/ Contact Information Lookup using Cognosys: Upload a hundred or even thousands of names and get all that information in minutes. https://lnkd.in/g2Hi5AQQ 19/ Lead gen agent that creates a google sheet with the lead data. Using Composio, LlamaIndex, and Firecrawl https://lnkd.in/gGiFkdax 20/ Will you still need to learn to code in a world of AI agents? Amjad Masad shares his take with Y Combinator https://lnkd.in/geskFgE5 21/ Brace Sproul published how open-canvas from Langchain AI reached 1000+ stars. https://lnkd.in/ggyUcEsF 22/ Unwind AI launched the first-ever ChatGPT-like playground for AI Agents https://lnkd.in/g4JzkDF3 23/ Did I miss anything? Share below. Liked this thread? Share it with your friends/team. Follow Adam Silverman (Hiring) and Agency AI for everything AI agent related. Last weeks thread: https://lnkd.in/ghgzdU6Y

Felicis correctly points out that graphRAG opens up new use cases like #codegraph, and we’d add that its the increased accuracy and multi-tenancy that give knowledge graphs a necessary edge over #vectordatabases. Thanks for the shoutout Astasia Myers! -- #rag #GraphRAG #GenAI #KnowledgeGraphs

Post-retrieval techniques are designed to refine and enhance the search results obtained from large datasets. These techniques focus on improving the quality and relevance of retrieved information by reranking results, verifying the retrieved context, or refining the query itself. By implementing these strategies, we can significantly enhance the effectiveness of #LLMs in delivering accurate and informative responses. With FalkorDB, you can enhance your #RAG capabilities by leveraging LLMs to process structured and unstructured data, resulting in more accurate and informative responses.

🛫 I’ll be attending the GitHub Universe conference next week! This event is a fantastic opportunity to connect with fellow developers and tech enthusiasts. I’d love to meet up with anyone attending to discuss FalkorDB, GraphRAG, and the latest trends in AI technology. Whether you're interested in collaborative projects, sharing insights, or exploring potential partnerships, let’s connect! Feel free to DM me to arrange a time to chat. Looking forward to engaging conversations and new connections! #github #githubuniverse

Working on a #RAG project or code analysis? Graph visualizations can help reveal hidden patterns (or #deadcode) in your data that may not be immediately apparent through traditional methods. You can model data, define relationships, and extract valuable insights - especially if you're planning on utilizing #graphrag in your upcoming project. Check out our sdk or browser and try it out for yourself (links in the comments).

New York SaaS builders unite! Or, at least come join me and Akshay Patel at a cool event I'm hosting 🏗 Building Great AI Applications on AWS 💥 📣 Friday October 25, 2024 from 1:30-4:30 (or till we run out of SaaS convo at the happy hour after) This is going to be a great collection of AWS Partners: Omnistrate - Control Plane as a Service provider accelerating SaaS DataRobot - Platform for machine learning and GenAI FalkorDB - GraphDB for GenAI with GraphRag Clazar - Marketplace integrator and SaaS GTM specialists Axiom - Observability platform with a great SaaS fit And Akshay and myself to help everyone decode the SaaS angle for building GenAI applications on AWS. Link in the comments, great opportunity to meet SaaS founders and builders! Kamal Gupta Neil Jagdish Patel Trunal B. Guy Korland Nathaniel Daly Shashi Raina Michael Cooper Alok Nikhil renée berry Arijit Bose Rafe Gándola Jake Ramirez #aws #AI #SaaS #NetworkingEvent #NewYork #saasfactory #awscommunity #awscloud #awscommunitybuilders #awspartners #saasstartup #CloudDevelopment