#rust#ai#change_data_capture#context_engineering#data#data_engineering#data_indexing#data_infrastructure#data_processing#etl#hacktoberfest#help_wanted#indexing#knowledge_graph#llm#pipeline#python#rag#real_time#rust#semantic_search
**CocoIndex** is a fast, open-source Python tool (Rust core) for transforming data into AI formats like vector indexes or knowledge graphs. Define simple data flows in ~100 lines of code using plug-and-play blocks for sources, embeddings, and targets—install via `pip install cocoindex`, add Postgres, and run. It auto-syncs fresh data with minimal recompute on changes, tracking lineage. **You save time building scalable RAG/semantic search pipelines effortlessly, avoiding complex ETL and stale data issues for production-ready AI apps.**
https://github.com/cocoindex-io/cocoindex
🔎Telegram May Be Quietly Testing a Feed like Feature
Telegram has recently introduced a new ‘Posts’ tab in Search, allowing users to easily discover content from public channels. This update comes roughly a year after the launch of #hashtagsearch, signaling Telegram’s continued focus on improving content discoverability.
This appears to be a soft launch of a potential future ‘Feed’ feature — offering users a scrollable stream of relevant #posts, possibly influenced by engagement metrics such as stars.
If fully implemented, this feature could significantly boost post visibility for channels, increase ad exposure for advertisers, and enhance ad revenue opportunities for creators. All indications suggest that Telegram is gearing up to roll out a #feed-based content experience, a move that could reshape how users browse and interact on the platform.
When the chat reaches 4,000 members or the channel 90,000, 10 group members will be allowed to create a post each, about a sfw topic of their own chosing. You must give @googlefactss permission to use your post and add it to the channel, with or without your username.
More details will come after we hit these numbers. Invite friends, family, and coworkers to join.
Do not spam/send links without permission of the place you send them in!!
Our group links are:
Main channel https://t.me/googlefactss
Group:
https://t.me/googlefactssgroup
@googlefactss📢👥
#Community#Permission#Posts#Growth#KeepTrackOfThisPost
@channely_bot
Qué puede hacer este bot?
Este bot es el mejor asistente para la gestión de canales en Telegram. Conecto los canales al servicio principal. ¡Incluyendo un rico entorno webUI de edición!
https://app.channely.co/
Idioma: Inglés
(visto en @BotsGram.cu)
#canales, #canal, #gestión, # administración, #richeditor, #posts, #schedule, #polls, #comment, #commenting, #reactions, #editor, #share, #buttons, #webui, #subscribe, #stats, #users, #trial, #limited, #proaccount