Fixed the Qdrant edge dependency (#790)

runtime/patches/README.md

@@ -0,0 +1,82 @@
+# Runtime Patches
+
+This directory documents temporary patches for third-party Rust dependencies.
+
+## Qdrant Edge
+
+AI Studio temporarily uses a pinned commit from `SommerEngineering/qdrant` for `qdrant-edge`.
+The fork commit exposes Qdrant's internal `lib/edge` crate as `qdrant-edge` and applies the
+trait-solver fix from Qdrant PR #9312.
+
+When updating to a newer Qdrant Edge version, replace the placeholder values first:
+
+```bash
+export QDRANT_EDGE_VERSION="0.7.2"
+export QDRANT_BRANCH="ai-studio-qdrant-edge-${QDRANT_EDGE_VERSION}"
+export AISTUDIO_REPO="xxx/mindwork-ai-studio"
+export QDRANT_REPO="xxx/qdrant"
+```
+
+1. Sync the Qdrant fork with upstream:
+
+```bash
+cd "$QDRANT_REPO"
+git remote add upstream https://github.com/qdrant/qdrant.git 2>/dev/null || true
+git fetch upstream
+git fetch origin
+git switch master
+git merge --ff-only upstream/master
+git push origin master
+```
+
+2. Create a fresh AI Studio branch in the Qdrant fork:
+
+```bash
+cd "$QDRANT_REPO"
+git switch -c "$QDRANT_BRANCH" master
+```
+
+3. Apply the AI Studio patch if upstream has not released the fix yet:
+
+```bash
+cd "$QDRANT_REPO"
+git apply "$AISTUDIO_REPO/runtime/patches/qdrant-edge-ai-studio.patch"
+```
+
+4. Update the exposed `qdrant-edge` version in the fork:
+
+```bash
+cd "$QDRANT_REPO"
+perl -0pi -e "s/name = \"qdrant-edge\"\\nversion = \"[^\"]+\"/name = \"qdrant-edge\"\\nversion = \"$ENV{QDRANT_EDGE_VERSION}\"/" lib/edge/Cargo.toml
+```
+
+5. Commit and push the fork branch:
+
+```bash
+cd "$QDRANT_REPO"
+git diff
+git add lib/edge/Cargo.toml lib/segment/src/common/anonymize.rs
+git commit -m "Expose qdrant-edge ${QDRANT_EDGE_VERSION} package for AI Studio"
+git push origin "$QDRANT_BRANCH"
+export QDRANT_EDGE_COMMIT="$(git rev-parse HEAD)"
+echo "$QDRANT_EDGE_COMMIT"
+```
+
+6. Update AI Studio to use the new Qdrant Edge version and fork commit:
+
+```bash
+cd "$AISTUDIO_REPO"
+perl -0pi -e "s/qdrant-edge = \"[^\"]+\"/qdrant-edge = \"$ENV{QDRANT_EDGE_VERSION}\"/" runtime/Cargo.toml
+perl -0pi -e "s/rev = \"[0-9a-f]+\"/rev = \"$ENV{QDRANT_EDGE_COMMIT}\"/" runtime/Cargo.toml
+```
+
+7. Refresh the AI Studio lock file and verify the Rust runtime:
+
+```bash
+cd "$AISTUDIO_REPO/runtime"
+cargo update -p qdrant-edge
+cargo check
+```
+
+Remove the patch and the `[patch.crates-io]` override once Qdrant publishes a fixed `qdrant-edge`
+release on crates.io.

runtime/patches/qdrant-edge-ai-studio.patch

@@ -0,0 +1,26 @@
+diff --git a/lib/edge/Cargo.toml b/lib/edge/Cargo.toml
+index 7c2cf6037..d21e3c053 100644
+--- a/lib/edge/Cargo.toml
++++ b/lib/edge/Cargo.toml
+@@ -1,6 +1,6 @@
+ [package]
+-name = "edge"
+-version = "0.1.0"
++name = "qdrant-edge"
++version = "0.7.2"
+ authors = ["Qdrant Team <info@qdrant.tech>"]
+ license = "Apache-2.0"
+ edition = "2024"
+diff --git a/lib/segment/src/common/anonymize.rs b/lib/segment/src/common/anonymize.rs
+index 6b5d19b12..c73d24433 100644
+--- a/lib/segment/src/common/anonymize.rs
++++ b/lib/segment/src/common/anonymize.rs
+@@ -105,7 +105,7 @@ where
+ {
+     collection_opt
+         .as_ref()
+-        .map(|c| anonymize_collection_values(c))
++        .map(|c| anonymize_collection_values::<C, K, V>(c))
+ }
+ 
+ impl Anonymize for String {