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Source channel @githubtrending · Post #14797 · Jun 6

#python#agents#document_search#evaluation#guardrails#llms#optimization#prompts#rag#vector_stores Ragbits is a tool that helps build and deploy GenAI applications quickly. It offers features like swapping between many language models, ensuring safe interactions with these models, and connecting to various data storage systems. Ragbits also includes tools for managing data and testing prompts, making it easier to develop reliable AI applications. This helps users create more accurate and efficient AI systems by integrating the latest data and reducing errors. Overall, Ragbits makes it faster and more efficient to develop and deploy AI applications. https://github.com/deepsense-ai/ragbits

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Parallel Experiments

@LinghaoCh · Post #794 · 08/23/2022, 05:05 AM

https://nft.storage/blog/post/2022-04-29-gateways-and-gatekeepers/ nice read about running IPFS public gateway #ipfs

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Libreware

@libreware · Post #1463 · 06/10/2025, 06:31 PM

Quiet v5.1.2 => https://tryquiet.org/ Quiet is an alternative to team chat apps like Slack, Discord, and Element that does not require trusting a central server or running one's own. In Quiet, all data syncs directly between a team's devices over Tor with no server required. NOTE: #Quietis not audited and should not be used when privacy and security are critical. It lacks basic features and probably won't replace your Slack or Discord yet. That said, it works surprisingly well and we use it daily as a Slack replacement. => https://github.com/TryQuiet/quiet/releases/tag/%40quiet/desktop%405.1.2 => https://github.com/TryQuiet/quiet/releases/tag/%40quiet/mobile%405.1.2 via @dcntr #Tor#IPFS

GitHub Trends

@githubtrending · Post #15268 · 11/04/2025, 12:00 PM

#go#blockchain#cloudvpn#golang#golang_library#holepunch#ipfs#ipfs_blockchain#kubernetes#libp2p#mesh#mesh_networks#nat#networking#p2p#p2pvpn#tunnel#vpn EdgeVPN lets you create secure, decentralized private networks using peer-to-peer (p2p) connections without relying on central servers. It can build a VPN that automatically assigns IPs, includes a small DNS server, and protects your network even if tokens leak. You can also use it as a reverse proxy to share TCP services or send files securely over p2p without a VPN connection. It works well for edge devices and development, especially behind NATs, and can be integrated into your own Go programs. This helps you connect devices easily and securely across different networks without complex setup or infrastructure. https://github.com/mudler/edgevpn