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mudlermudler
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feat(memory): use full text search
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
1 parent 70deab2 commit f042f69

4 files changed

Lines changed: 267 additions & 91 deletions

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‎README.md‎

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### 🧠 Memory Server
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A persistent memory storage server that allows AI models to store, retrieve, and manage information across sessions.
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A persistent memory storage server that allows AI models to store, retrieve, and manage information across sessions using disk-based full-text search.
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**Features:**
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- Persistent JSON file storage
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- Disk-based bleve index storage (no full memory load)
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- Efficient full-text search across name and content fields
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- Add, list, and remove memory entries
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- Unique ID generation for each entry
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- Timestamp tracking for entries
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- Configurable storage location
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- JSON schema validation for inputs/outputs
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- Scalable to large numbers of entries
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**Tools:**
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- `add_memory` - Add a new entry to memory storage
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- `list_memory` - List all memory entries
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- `add_memory` - Add a new entry to memory storage (requires both name and content)
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- `list_memory` - List all memory entry names (returns only names, not full entries)
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- `remove_memory` - Remove a memory entry by ID
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- `search_memory` - Search memory entries by content (case-insensitive)
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- `search_memory` - Search memory entries by name and content using full-text search
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**Configuration:**
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- `MEMORY_FILE_PATH` - Environment variable to set the memory file path (default: `/data/memory.json`)
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- `MEMORY_INDEX_PATH` - Environment variable to set the bleve index path (default: `/data/memory.bleve`)
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127+
**Add Memory Input Format:**
128+
```json
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{
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"name": "User Preferences",
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"content": "User prefers coffee over tea"
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}
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```
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**Memory Entry Format:**
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```json
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{
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"id": "1703123456789000000",
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"name": "User Preferences",
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"content": "User prefers coffee over tea",
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"created_at": "2023-12-21T10:30:56.789Z"
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}
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```
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**List Memory Output Format:**
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```json
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{
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"names": [
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"User Preferences",
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"Meeting Notes",
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"Project Ideas"
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],
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"count": 3
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}
155+
```
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**Search Response Format:**
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```json
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{
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"query": "coffee",
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"results": [
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{
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"id": "1703123456789000000",
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"name": "User Preferences",
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"content": "User prefers coffee over tea",
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"created_at": "2023-12-21T10:30:56.789Z"
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}
@@ -148,7 +172,7 @@ A persistent memory storage server that allows AI models to store, retrieve, and
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**Docker Image:**
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```bash
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docker run -e MEMORY_FILE_PATH=/custom/path/memory.json ghcr.io/mudler/mcps/memory:latest
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docker run -e MEMORY_INDEX_PATH=/custom/path/memory.bleve ghcr.io/mudler/mcps/memory:latest
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```
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**LocalAI configuration ( to add to the model config):**
@@ -160,7 +184,7 @@ mcp:
160184
"memory": {
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"command": "docker",
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"env": {
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"MEMORY_FILE_PATH": "/data/memory.json"
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"MEMORY_INDEX_PATH": "/data/memory.bleve"
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},
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"args": [
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"run", "-i", "--rm", "-v", "/host/data:/data",

‎go.mod‎

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Original file line numberDiff line numberDiff line change
@@ -11,13 +11,40 @@ require (
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require (
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github.com/PuerkitoBio/goquery v1.8.1 // indirect
14+
github.com/RoaringBitmap/roaring/v2 v2.4.5 // indirect
1415
github.com/andybalholm/cascadia v1.3.2 // indirect
16+
github.com/bits-and-blooms/bitset v1.22.0 // indirect
17+
github.com/blevesearch/bleve/v2 v2.5.7 // indirect
18+
github.com/blevesearch/bleve_index_api v1.2.11 // indirect
19+
github.com/blevesearch/geo v0.2.4 // indirect
20+
github.com/blevesearch/go-faiss v1.0.26 // indirect
21+
github.com/blevesearch/go-porterstemmer v1.0.3 // indirect
22+
github.com/blevesearch/gtreap v0.1.1 // indirect
23+
github.com/blevesearch/mmap-go v1.0.4 // indirect
24+
github.com/blevesearch/scorch_segment_api/v2 v2.3.13 // indirect
25+
github.com/blevesearch/segment v0.9.1 // indirect
26+
github.com/blevesearch/snowballstem v0.9.0 // indirect
27+
github.com/blevesearch/upsidedown_store_api v1.0.2 // indirect
28+
github.com/blevesearch/vellum v1.1.0 // indirect
29+
github.com/blevesearch/zapx/v11 v11.4.2 // indirect
30+
github.com/blevesearch/zapx/v12 v12.4.2 // indirect
31+
github.com/blevesearch/zapx/v13 v13.4.2 // indirect
32+
github.com/blevesearch/zapx/v14 v14.4.2 // indirect
33+
github.com/blevesearch/zapx/v15 v15.4.2 // indirect
34+
github.com/blevesearch/zapx/v16 v16.2.8 // indirect
1535
github.com/dlclark/regexp2 v1.10.0 // indirect
36+
github.com/golang/snappy v0.0.4 // indirect
1637
github.com/google/jsonschema-go v0.3.0 // indirect
1738
github.com/google/uuid v1.6.0 // indirect
39+
github.com/json-iterator/go v1.1.12 // indirect
40+
github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect
41+
github.com/modern-go/reflect2 v1.0.2 // indirect
42+
github.com/mschoch/smat v0.2.0 // indirect
1843
github.com/pkoukk/tiktoken-go v0.1.6 // indirect
1944
github.com/yosida95/uritemplate/v3 v3.0.2 // indirect
45+
go.etcd.io/bbolt v1.4.0 // indirect
2046
go.starlark.net v0.0.0-20230302034142-4b1e35fe2254 // indirect
2147
golang.org/x/net v0.47.0 // indirect
2248
golang.org/x/sys v0.39.0 // indirect
49+
google.golang.org/protobuf v1.36.6 // indirect
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)

‎go.sum‎

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@@ -2,14 +2,56 @@ cloud.google.com/go v0.26.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMT
22
github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03qcyfWMU=
33
github.com/PuerkitoBio/goquery v1.8.1 h1:uQxhNlArOIdbrH1tr0UXwdVFgDcZDrZVdcpygAcwmWM=
44
github.com/PuerkitoBio/goquery v1.8.1/go.mod h1:Q8ICL1kNUJ2sXGoAhPGUdYDJvgQgHzJsnnd3H7Ho5jQ=
5+
github.com/RoaringBitmap/roaring/v2 v2.4.5 h1:uGrrMreGjvAtTBobc0g5IrW1D5ldxDQYe2JW2gggRdg=
6+
github.com/RoaringBitmap/roaring/v2 v2.4.5/go.mod h1:FiJcsfkGje/nZBZgCu0ZxCPOKD/hVXDS2dXi7/eUFE0=
57
github.com/andybalholm/cascadia v1.3.1/go.mod h1:R4bJ1UQfqADjvDa4P6HZHLh/3OxWWEqc0Sk8XGwHqvA=
68
github.com/andybalholm/cascadia v1.3.2 h1:3Xi6Dw5lHF15JtdcmAHD3i1+T8plmv7BQ/nsViSLyss=
79
github.com/andybalholm/cascadia v1.3.2/go.mod h1:7gtRlve5FxPPgIgX36uWBX58OdBsSS6lUvCFb+h7KvU=
10+
github.com/bits-and-blooms/bitset v1.12.0/go.mod h1:7hO7Gc7Pp1vODcmWvKMRA9BNmbv6a/7QIWpPxHddWR8=
11+
github.com/bits-and-blooms/bitset v1.22.0 h1:Tquv9S8+SGaS3EhyA+up3FXzmkhxPGjQQCkcs2uw7w4=
12+
github.com/bits-and-blooms/bitset v1.22.0/go.mod h1:7hO7Gc7Pp1vODcmWvKMRA9BNmbv6a/7QIWpPxHddWR8=
13+
github.com/blevesearch/bleve/v2 v2.5.7 h1:2d9YrL5zrX5EBBW++GOaEKjE+NPWeZGaX77IM26m1Z8=
14+
github.com/blevesearch/bleve/v2 v2.5.7/go.mod h1:yj0NlS7ocGC4VOSAedqDDMktdh2935v2CSWOCDMHdSA=
15+
github.com/blevesearch/bleve_index_api v1.2.11 h1:bXQ54kVuwP8hdrXUSOnvTQfgK0KI1+f9A0ITJT8tX1s=
16+
github.com/blevesearch/bleve_index_api v1.2.11/go.mod h1:rKQDl4u51uwafZxFrPD1R7xFOwKnzZW7s/LSeK4lgo0=
17+
github.com/blevesearch/geo v0.2.4 h1:ECIGQhw+QALCZaDcogRTNSJYQXRtC8/m8IKiA706cqk=
18+
github.com/blevesearch/geo v0.2.4/go.mod h1:K56Q33AzXt2YExVHGObtmRSFYZKYGv0JEN5mdacJJR8=
19+
github.com/blevesearch/go-faiss v1.0.26 h1:4dRLolFgjPyjkaXwff4NfbZFdE/dfywbzDqporeQvXI=
20+
github.com/blevesearch/go-faiss v1.0.26/go.mod h1:OMGQwOaRRYxrmeNdMrXJPvVx8gBnvE5RYrr0BahNnkk=
21+
github.com/blevesearch/go-porterstemmer v1.0.3 h1:GtmsqID0aZdCSNiY8SkuPJ12pD4jI+DdXTAn4YRcHCo=
22+
github.com/blevesearch/go-porterstemmer v1.0.3/go.mod h1:angGc5Ht+k2xhJdZi511LtmxuEf0OVpvUUNrwmM1P7M=
23+
github.com/blevesearch/gtreap v0.1.1 h1:2JWigFrzDMR+42WGIN/V2p0cUvn4UP3C4Q5nmaZGW8Y=
24+
github.com/blevesearch/gtreap v0.1.1/go.mod h1:QaQyDRAT51sotthUWAH4Sj08awFSSWzgYICSZ3w0tYk=
25+
github.com/blevesearch/mmap-go v1.0.4 h1:OVhDhT5B/M1HNPpYPBKIEJaD0F3Si+CrEKULGCDPWmc=
26+
github.com/blevesearch/mmap-go v1.0.4/go.mod h1:EWmEAOmdAS9z/pi/+Toxu99DnsbhG1TIxUoRmJw/pSs=
27+
github.com/blevesearch/scorch_segment_api/v2 v2.3.13 h1:ZPjv/4VwWvHJZKeMSgScCapOy8+DdmsmRyLmSB88UoY=
28+
github.com/blevesearch/scorch_segment_api/v2 v2.3.13/go.mod h1:ENk2LClTehOuMS8XzN3UxBEErYmtwkE7MAArFTXs9Vc=
29+
github.com/blevesearch/segment v0.9.1 h1:+dThDy+Lvgj5JMxhmOVlgFfkUtZV2kw49xax4+jTfSU=
30+
github.com/blevesearch/segment v0.9.1/go.mod h1:zN21iLm7+GnBHWTao9I+Au/7MBiL8pPFtJBJTsk6kQw=
31+
github.com/blevesearch/snowballstem v0.9.0 h1:lMQ189YspGP6sXvZQ4WZ+MLawfV8wOmPoD/iWeNXm8s=
32+
github.com/blevesearch/snowballstem v0.9.0/go.mod h1:PivSj3JMc8WuaFkTSRDW2SlrulNWPl4ABg1tC/hlgLs=
33+
github.com/blevesearch/upsidedown_store_api v1.0.2 h1:U53Q6YoWEARVLd1OYNc9kvhBMGZzVrdmaozG2MfoB+A=
34+
github.com/blevesearch/upsidedown_store_api v1.0.2/go.mod h1:M01mh3Gpfy56Ps/UXHjEO/knbqyQ1Oamg8If49gRwrQ=
35+
github.com/blevesearch/vellum v1.1.0 h1:CinkGyIsgVlYf8Y2LUQHvdelgXr6PYuvoDIajq6yR9w=
36+
github.com/blevesearch/vellum v1.1.0/go.mod h1:QgwWryE8ThtNPxtgWJof5ndPfx0/YMBh+W2weHKPw8Y=
37+
github.com/blevesearch/zapx/v11 v11.4.2 h1:l46SV+b0gFN+Rw3wUI1YdMWdSAVhskYuvxlcgpQFljs=
38+
github.com/blevesearch/zapx/v11 v11.4.2/go.mod h1:4gdeyy9oGa/lLa6D34R9daXNUvfMPZqUYjPwiLmekwc=
39+
github.com/blevesearch/zapx/v12 v12.4.2 h1:fzRbhllQmEMUuAQ7zBuMvKRlcPA5ESTgWlDEoB9uQNE=
40+
github.com/blevesearch/zapx/v12 v12.4.2/go.mod h1:TdFmr7afSz1hFh/SIBCCZvcLfzYvievIH6aEISCte58=
41+
github.com/blevesearch/zapx/v13 v13.4.2 h1:46PIZCO/ZuKZYgxI8Y7lOJqX3Irkc3N8W82QTK3MVks=
42+
github.com/blevesearch/zapx/v13 v13.4.2/go.mod h1:knK8z2NdQHlb5ot/uj8wuvOq5PhDGjNYQQy0QDnopZk=
43+
github.com/blevesearch/zapx/v14 v14.4.2 h1:2SGHakVKd+TrtEqpfeq8X+So5PShQ5nW6GNxT7fWYz0=
44+
github.com/blevesearch/zapx/v14 v14.4.2/go.mod h1:rz0XNb/OZSMjNorufDGSpFpjoFKhXmppH9Hi7a877D8=
45+
github.com/blevesearch/zapx/v15 v15.4.2 h1:sWxpDE0QQOTjyxYbAVjt3+0ieu8NCE0fDRaFxEsp31k=
46+
github.com/blevesearch/zapx/v15 v15.4.2/go.mod h1:1pssev/59FsuWcgSnTa0OeEpOzmhtmr/0/11H0Z8+Nw=
47+
github.com/blevesearch/zapx/v16 v16.2.8 h1:SlnzF0YGtSlrsOE3oE7EgEX6BIepGpeqxs1IjMbHLQI=
48+
github.com/blevesearch/zapx/v16 v16.2.8/go.mod h1:murSoCJPCk25MqURrcJaBQ1RekuqSCSfMjXH4rHyA14=
849
github.com/census-instrumentation/opencensus-proto v0.2.1/go.mod h1:f6KPmirojxKA12rnyqOA5BBL4O983OfeGPqjHWSTneU=
950
github.com/chzyer/logex v1.1.10/go.mod h1:+Ywpsq7O8HXn0nuIou7OrIPyXbp3wmkHB+jjWRnGsAI=
1051
github.com/chzyer/readline v0.0.0-20180603132655-2972be24d48e/go.mod h1:nSuG5e5PlCu98SY8svDHJxuZscDgtXS6KTTbou5AhLI=
1152
github.com/chzyer/test v0.0.0-20180213035817-a1ea475d72b1/go.mod h1:Q3SI9o4m/ZMnBNeIyt5eFwwo7qiLfzFZmjNmxjkiQlU=
1253
github.com/client9/misspell v0.3.4/go.mod h1:qj6jICC3Q7zFZvVWo7KLAzC3yx5G7kyvSDkc90ppPyw=
54+
github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
1355
github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c=
1456
github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
1557
github.com/dlclark/regexp2 v1.10.0 h1:+/GIL799phkJqYW+3YbOd8LCcbHzT0Pbo8zl70MHsq0=
@@ -26,6 +68,8 @@ github.com/golang/protobuf v1.4.0-rc.2/go.mod h1:LlEzMj4AhA7rCAGe4KMBDvJI+AwstrU
2668
github.com/golang/protobuf v1.4.0-rc.4.0.20200313231945-b860323f09d0/go.mod h1:WU3c8KckQ9AFe+yFwt9sWVRKCVIyN9cPHBJSNnbL67w=
2769
github.com/golang/protobuf v1.4.0/go.mod h1:jodUvKwWbYaEsadDk5Fwe5c77LiNKVO9IDvqG2KuDX0=
2870
github.com/golang/protobuf v1.4.1/go.mod h1:U8fpvMrcmy5pZrNK1lt4xCsGvpyWQ/VVv6QDs8UjoX8=
71+
github.com/golang/snappy v0.0.4 h1:yAGX7huGHXlcLOEtBnF4w7FQwA26wojNCwOYAEhLjQM=
72+
github.com/golang/snappy v0.0.4/go.mod h1:/XxbfmMg8lxefKM7IXC3fBNl/7bRcc72aCRzEWrmP2Q=
2973
github.com/google/go-cmp v0.2.0/go.mod h1:oXzfMopK8JAjlY9xF4vHSVASa0yLyX7SntLO5aqRK0M=
3074
github.com/google/go-cmp v0.3.0/go.mod h1:8QqcDgzrUqlUb/G2PQTWiueGozuR1884gddMywk6iLU=
3175
github.com/google/go-cmp v0.3.1/go.mod h1:8QqcDgzrUqlUb/G2PQTWiueGozuR1884gddMywk6iLU=
@@ -34,26 +78,41 @@ github.com/google/go-cmp v0.5.0/go.mod h1:v8dTdLbMG2kIc/vJvl+f65V22dbkXbowE6jgT/
3478
github.com/google/go-cmp v0.5.1/go.mod h1:v8dTdLbMG2kIc/vJvl+f65V22dbkXbowE6jgT/gNBxE=
3579
github.com/google/go-cmp v0.7.0 h1:wk8382ETsv4JYUZwIsn6YpYiWiBsYLSJiTsyBybVuN8=
3680
github.com/google/go-cmp v0.7.0/go.mod h1:pXiqmnSA92OHEEa9HXL2W4E7lf9JzCmGVUdgjX3N/iU=
81+
github.com/google/gofuzz v1.0.0/go.mod h1:dBl0BpW6vV/+mYPU4Po3pmUjxk6FQPldtuIdl/M65Eg=
3782
github.com/google/jsonschema-go v0.3.0 h1:6AH2TxVNtk3IlvkkhjrtbUc4S8AvO0Xii0DxIygDg+Q=
3883
github.com/google/jsonschema-go v0.3.0/go.mod h1:r5quNTdLOYEz95Ru18zA0ydNbBuYoo9tgaYcxEYhJVE=
3984
github.com/google/uuid v1.6.0 h1:NIvaJDMOsjHA8n1jAhLSgzrAzy1Hgr+hNrb57e+94F0=
4085
github.com/google/uuid v1.6.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
86+
github.com/json-iterator/go v1.1.12 h1:PV8peI4a0ysnczrg+LtxykD8LfKY9ML6u2jnxaEnrnM=
87+
github.com/json-iterator/go v1.1.12/go.mod h1:e30LSqwooZae/UwlEbR2852Gd8hjQvJoHmT4TnhNGBo=
4188
github.com/mkelcik/go-ha-client v1.0.0 h1:L49uN3ucuG0jTW27MoAc5kY8JblznGXVs83/ZHxUEB8=
4289
github.com/mkelcik/go-ha-client v1.0.0/go.mod h1:X8bXN+jvTbDsyw6Km6f6Hq6Fof+cgW9Bd5DOTiNcwHA=
4390
github.com/modelcontextprotocol/go-sdk v1.0.0 h1:Z4MSjLi38bTgLrd/LjSmofqRqyBiVKRyQSJgw8q8V74=
4491
github.com/modelcontextprotocol/go-sdk v1.0.0/go.mod h1:nYtYQroQ2KQiM0/SbyEPUWQ6xs4B95gJjEalc9AQyOs=
92+
github.com/modern-go/concurrent v0.0.0-20180228061459-e0a39a4cb421/go.mod h1:6dJC0mAP4ikYIbvyc7fijjWJddQyLn8Ig3JB5CqoB9Q=
93+
github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd h1:TRLaZ9cD/w8PVh93nsPXa1VrQ6jlwL5oN8l14QlcNfg=
94+
github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd/go.mod h1:6dJC0mAP4ikYIbvyc7fijjWJddQyLn8Ig3JB5CqoB9Q=
95+
github.com/modern-go/reflect2 v1.0.2 h1:xBagoLtFs94CBntxluKeaWgTMpvLxC4ur3nMaC9Gz0M=
96+
github.com/modern-go/reflect2 v1.0.2/go.mod h1:yWuevngMOJpCy52FWWMvUC8ws7m/LJsjYzDa0/r8luk=
97+
github.com/mschoch/smat v0.2.0 h1:8imxQsjDm8yFEAVBe7azKmKSgzSkZXDuKkSq9374khM=
98+
github.com/mschoch/smat v0.2.0/go.mod h1:kc9mz7DoBKqDyiRL7VZN8KvXQMWeTaVnttLRXOlotKw=
4599
github.com/pkoukk/tiktoken-go v0.1.6 h1:JF0TlJzhTbrI30wCvFuiw6FzP2+/bR+FIxUdgEAcUsw=
46100
github.com/pkoukk/tiktoken-go v0.1.6/go.mod h1:9NiV+i9mJKGj1rYOT+njbv+ZwA/zJxYdewGl6qVatpg=
47101
github.com/pmezard/go-difflib v1.0.0 h1:4DBwDE0NGyQoBHbLQYPwSUPoCMWR5BEzIk/f1lZbAQM=
48102
github.com/pmezard/go-difflib v1.0.0/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
49103
github.com/prometheus/client_model v0.0.0-20190812154241-14fe0d1b01d4/go.mod h1:xMI15A0UPsDsEKsMN9yxemIoYk6Tm2C1GtYGdfGttqA=
104+
github.com/stretchr/objx v0.1.0/go.mod h1:HFkY916IF+rwdDfMAkV7OtwuqBVzrE8GR6GFx+wExME=
105+
github.com/stretchr/testify v1.3.0/go.mod h1:M5WIy9Dh21IEIfnGCwXGc5bZfKNJtfHm1UVUgZn+9EI=
106+
github.com/stretchr/testify v1.7.0/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg=
50107
github.com/stretchr/testify v1.9.0 h1:HtqpIVDClZ4nwg75+f6Lvsy/wHu+3BoSGCbBAcpTsTg=
51108
github.com/stretchr/testify v1.9.0/go.mod h1:r2ic/lqez/lEtzL7wO/rwa5dbSLXVDPFyf8C91i36aY=
52109
github.com/tmc/langchaingo v0.1.13 h1:rcpMWBIi2y3B90XxfE4Ao8dhCQPVDMaNPnN5cGB1CaA=
53110
github.com/tmc/langchaingo v0.1.13/go.mod h1:vpQ5NOIhpzxDfTZK9B6tf2GM/MoaHewPWM5KXXGh7hg=
54111
github.com/yosida95/uritemplate/v3 v3.0.2 h1:Ed3Oyj9yrmi9087+NczuL5BwkIc4wvTb5zIM+UJPGz4=
55112
github.com/yosida95/uritemplate/v3 v3.0.2/go.mod h1:ILOh0sOhIJR3+L/8afwt/kE++YT040gmv5BQTMR2HP4=
56113
github.com/yuin/goldmark v1.4.13/go.mod h1:6yULJ656Px+3vBD8DxQVa3kxgyrAnzto9xy5taEt/CY=
114+
go.etcd.io/bbolt v1.4.0 h1:TU77id3TnN/zKr7CO/uk+fBCwF2jGcMuw2B/FMAzYIk=
115+
go.etcd.io/bbolt v1.4.0/go.mod h1:AsD+OCi/qPN1giOX1aiLAha3o1U8rAz65bvN4j0sRuk=
57116
go.starlark.net v0.0.0-20230302034142-4b1e35fe2254 h1:Ss6D3hLXTM0KobyBYEAygXzFfGcjnmfEJOBgSbemCtg=
58117
go.starlark.net v0.0.0-20230302034142-4b1e35fe2254/go.mod h1:jxU+3+j+71eXOW14274+SmmuW82qJzl6iZSeqEtTGds=
59118
golang.org/x/crypto v0.0.0-20190308221718-c2843e01d9a2/go.mod h1:djNgcEr1/C05ACkg1iLfiJU5Ep61QUkGW8qpdssI0+w=
@@ -141,8 +200,13 @@ google.golang.org/protobuf v1.23.1-0.20200526195155-81db48ad09cc/go.mod h1:EGpAD
141200
google.golang.org/protobuf v1.25.0/go.mod h1:9JNX74DMeImyA3h4bdi1ymwjUzf21/xIlbajtzgsN7c=
142201
google.golang.org/protobuf v1.34.1 h1:9ddQBjfCyZPOHPUiPxpYESBLc+T8P3E+Vo4IbKZgFWg=
143202
google.golang.org/protobuf v1.34.1/go.mod h1:c6P6GXX6sHbq/GpV6MGZEdwhWPcYBgnhAHhKbcUYpos=
203+
google.golang.org/protobuf v1.36.6 h1:z1NpPI8ku2WgiWnf+t9wTPsn6eP1L7ksHUlkfLvd9xY=
204+
google.golang.org/protobuf v1.36.6/go.mod h1:jduwjTPXsFjZGTmRluh+L6NjiWu7pchiJ2/5YcXBHnY=
205+
gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
144206
gopkg.in/yaml.v2 v2.4.0 h1:D8xgwECY7CYvx+Y2n4sBz93Jn9JRvxdiyyo8CTfuKaY=
145207
gopkg.in/yaml.v2 v2.4.0/go.mod h1:RDklbk79AGWmwhnvt/jBztapEOGDOx6ZbXqjP6csGnQ=
208+
gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
209+
gopkg.in/yaml.v3 v3.0.0/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
146210
gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
147211
gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
148212
honnef.co/go/tools v0.0.0-20190102054323-c2f93a96b099/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=

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