Building a RAG System With Claude, PostgreSQL & Python on AWS
Blog post from Tiger Data
Timescale offers various products and services, including support options tailored to users' cases, infrastructure, and budget. The company provides a reliable PostgreSQL cloud for workloads, as well as open-source extensions and tools such as Time Series and Real-Time Analytics. Additionally, Timescale features an AI and Vector capability, a security scanner, and documentation to help users learn PostgreSQL and improve their database performance. The company also offers benchmarking data to compare its performance against competitors. By using Timescale's services, developers can scale their PostgreSQL databases efficiently and focus on improving their AI applications.
| Trend | Post Mentions | Total Month Mentions | Posts | Companies | MoM |
|---|---|---|---|---|---|
| RAG | 27 | 1,706 | 255 | 85 | +12% |
| Vector Search | 16 | 2,157 | 323 | 132 | +11% |
| LLM | 6 | 5,694 | 663 | 215 | +42% |
| Real-time | 3 | 5,174 | 1,177 | 267 | +34% |
| Kubernetes | 2 | 1,860 | 226 | 90 | +92% |
| AI Agents | 1 | 2,565 | 399 | 151 | +29% |
| AI Coding Assistant | 1 | 1,009 | 140 | 67 | +17% |
| MCP | 1 | 2,270 | 107 | 59 | +770% |
Use this post, company, and trend context to find content marketing opportunities, perform competitive analysis, or address product feature gaps via the Plushcap MCP server or the Plushcap API.