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A header-only C vector database library

41 points - today at 5:45 PM

Source
  • eatonphil

    today at 7:22 PM

    As data stores go go this is basically in memory only. The save and load process is manually triggered by the user and the save process isn't crash safe nor does it do any integrity checks.

    I also don't think it has any indexes either? So search performance is a function of the number of entries.

    • kazinator

      today at 6:49 PM

      In the world of Kubernetes and languages where a one-liner brings in a graph of 1700 dependencies, and oceans of Yaml, it's suddently important for a C thing to be one file rather than two.

        • jasonpeacock

          today at 9:27 PM

          C libraries have advertised "header-only" for a long time, it's because there is no package manager/dependency management so you're literally copying all your dependencies into your project.

          This is also why everyone implements their own (buggy) linked-list implementations, etc.

          And header-only is more efficient to include and build with than header+source.

            • uecker

              today at 10:08 PM

              I never copied my dependencies into my C project, nor does it usually take more than a couple of seconds to add one.

              • today at 10:04 PM

            • fonheponho

              today at 9:17 PM

              Exactly; I can't understand this obsession with header-only C "libraries".

              • quotemstr

                today at 9:16 PM

                Writing new C code in 2026 is already an artisanal statement, so why not got all the way in making it?

            • altcunn

              today at 10:01 PM

              Header-only C libraries are such an underappreciated pattern for embedding into larger projects. For vector search specifically, having something you can just drop into an existing C/C++ codebase without pulling in a whole database dependency is really appealing. Curious about the indexing strategy — is it brute force or does it support approximate nearest neighbor?

              • hendler

                today at 8:33 PM

                Useful for embedded devices? Crashes, disk updates not important for ephemeral process?

                • ddtaylor

                  today at 9:11 PM

                  Would it work to replace the memory store with mmap?

                  • Mikhail_Edoshin

                    today at 7:18 PM

                    Why to call it a header? Could be just a source file. Including sources is uncommon, but why not? Solid "amalgamation" builds are a thing too.

                    • newzino

                      today at 9:23 PM

                      [dead]