diff --git a/cmd/chunks-inspect/go.mod b/cmd/chunks-inspect/go.mod
index 6f197091f44e8..31aea8b54d3d5 100644
--- a/cmd/chunks-inspect/go.mod
+++ b/cmd/chunks-inspect/go.mod
@@ -1,10 +1,147 @@
 module github.com/grafana/loki/cmd/chunks-inspect
 
-go 1.15
+go 1.21
+
+toolchain go1.21.3
+
+require (
+	github.com/golang/snappy v0.0.4
+	github.com/grafana/loki/v3 v3.0.0
+)
 
 require (
-	github.com/frankban/quicktest v1.7.2 // indirect
-	github.com/golang/snappy v0.0.1
-	github.com/klauspost/compress v1.11.7
-	github.com/pierrec/lz4 v2.3.0+incompatible
+	github.com/Azure/azure-sdk-for-go/sdk/azcore v1.10.0 // indirect
+	github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.5.1 // indirect
+	github.com/Azure/azure-sdk-for-go/sdk/internal v1.5.2 // indirect
+	github.com/AzureAD/microsoft-authentication-library-for-go v1.2.1 // indirect
+	github.com/HdrHistogram/hdrhistogram-go v1.1.2 // indirect
+	github.com/Masterminds/goutils v1.1.1 // indirect
+	github.com/Masterminds/semver/v3 v3.2.0 // indirect
+	github.com/Masterminds/sprig/v3 v3.2.3 // indirect
+	github.com/Workiva/go-datastructures v1.1.0 // indirect
+	github.com/alecthomas/units v0.0.0-20231202071711-9a357b53e9c9 // indirect
+	github.com/armon/go-metrics v0.4.1 // indirect
+	github.com/aws/aws-sdk-go v1.50.32 // indirect
+	github.com/bboreham/go-loser v0.0.0-20230920113527-fcc2c21820a3 // indirect
+	github.com/beorn7/perks v1.0.1 // indirect
+	github.com/c2h5oh/datasize v0.0.0-20220606134207-859f65c6625b // indirect
+	github.com/cespare/xxhash v1.1.0 // indirect
+	github.com/cespare/xxhash/v2 v2.2.0 // indirect
+	github.com/coreos/go-semver v0.3.0 // indirect
+	github.com/coreos/go-systemd/v22 v22.5.0 // indirect
+	github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc // indirect
+	github.com/dennwc/varint v1.0.0 // indirect
+	github.com/dgryski/go-rendezvous v0.0.0-20200823014737-9f7001d12a5f // indirect
+	github.com/dustin/go-humanize v1.0.1 // indirect
+	github.com/edsrzf/mmap-go v1.1.0 // indirect
+	github.com/facette/natsort v0.0.0-20181210072756-2cd4dd1e2dcb // indirect
+	github.com/fatih/color v1.15.0 // indirect
+	github.com/felixge/httpsnoop v1.0.4 // indirect
+	github.com/fsnotify/fsnotify v1.7.0 // indirect
+	github.com/go-kit/log v0.2.1 // indirect
+	github.com/go-logfmt/logfmt v0.6.0 // indirect
+	github.com/go-logr/logr v1.4.1 // indirect
+	github.com/go-logr/stdr v1.2.2 // indirect
+	github.com/go-redis/redis/v8 v8.11.5 // indirect
+	github.com/gogo/googleapis v1.4.0 // indirect
+	github.com/gogo/protobuf v1.3.2 // indirect
+	github.com/gogo/status v1.1.1 // indirect
+	github.com/golang-jwt/jwt/v5 v5.2.0 // indirect
+	github.com/golang/protobuf v1.5.3 // indirect
+	github.com/google/btree v1.1.2 // indirect
+	github.com/google/go-cmp v0.6.0 // indirect
+	github.com/google/uuid v1.6.0 // indirect
+	github.com/gorilla/mux v1.8.0 // indirect
+	github.com/grafana/dskit v0.0.0-20240104111617-ea101a3b86eb // indirect
+	github.com/grafana/gomemcache v0.0.0-20231204155601-7de47a8c3cb0 // indirect
+	github.com/grafana/jsonparser v0.0.0-20240209175146-098958973a2d // indirect
+	github.com/grafana/loki/pkg/push v0.0.0-20231124142027-e52380921608 // indirect
+	github.com/grafana/pyroscope-go/godeltaprof v0.1.6 // indirect
+	github.com/grafana/regexp v0.0.0-20221122212121-6b5c0a4cb7fd // indirect
+	github.com/hashicorp/consul/api v1.28.2 // indirect
+	github.com/hashicorp/errwrap v1.1.0 // indirect
+	github.com/hashicorp/go-cleanhttp v0.5.2 // indirect
+	github.com/hashicorp/go-hclog v1.5.0 // indirect
+	github.com/hashicorp/go-immutable-radix v1.3.1 // indirect
+	github.com/hashicorp/go-msgpack v0.5.5 // indirect
+	github.com/hashicorp/go-multierror v1.1.1 // indirect
+	github.com/hashicorp/go-rootcerts v1.0.2 // indirect
+	github.com/hashicorp/go-sockaddr v1.0.6 // indirect
+	github.com/hashicorp/golang-lru v0.6.0 // indirect
+	github.com/hashicorp/memberlist v0.5.0 // indirect
+	github.com/hashicorp/serf v0.10.1 // indirect
+	github.com/huandu/xstrings v1.3.3 // indirect
+	github.com/imdario/mergo v0.3.16 // indirect
+	github.com/jmespath/go-jmespath v0.4.0 // indirect
+	github.com/jpillora/backoff v1.0.0 // indirect
+	github.com/json-iterator/go v1.1.12 // indirect
+	github.com/klauspost/compress v1.17.7 // indirect
+	github.com/kylelemons/godebug v1.1.0 // indirect
+	github.com/mattn/go-colorable v0.1.13 // indirect
+	github.com/mattn/go-isatty v0.0.19 // indirect
+	github.com/miekg/dns v1.1.58 // indirect
+	github.com/mitchellh/copystructure v1.0.0 // indirect
+	github.com/mitchellh/go-homedir v1.1.0 // indirect
+	github.com/mitchellh/mapstructure v1.5.0 // indirect
+	github.com/mitchellh/reflectwalk v1.0.1 // indirect
+	github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect
+	github.com/modern-go/reflect2 v1.0.2 // indirect
+	github.com/mwitkow/go-conntrack v0.0.0-20190716064945-2f068394615f // indirect
+	github.com/oklog/ulid v1.3.1 // indirect
+	github.com/opentracing-contrib/go-grpc v0.0.0-20210225150812-73cb765af46e // indirect
+	github.com/opentracing-contrib/go-stdlib v1.0.0 // indirect
+	github.com/opentracing/opentracing-go v1.2.0 // indirect
+	github.com/pierrec/lz4/v4 v4.1.18 // indirect
+	github.com/pkg/browser v0.0.0-20240102092130-5ac0b6a4141c // indirect
+	github.com/pkg/errors v0.9.1 // indirect
+	github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2 // indirect
+	github.com/prometheus/client_golang v1.19.0 // indirect
+	github.com/prometheus/client_model v0.6.0 // indirect
+	github.com/prometheus/common v0.49.1-0.20240306132007-4199f18c3e92 // indirect
+	github.com/prometheus/common/sigv4 v0.1.0 // indirect
+	github.com/prometheus/exporter-toolkit v0.11.0 // indirect
+	github.com/prometheus/procfs v0.12.0 // indirect
+	github.com/prometheus/prometheus v0.51.0 // indirect
+	github.com/sean-/seed v0.0.0-20170313163322-e2103e2c3529 // indirect
+	github.com/sercand/kuberesolver/v5 v5.1.1 // indirect
+	github.com/shopspring/decimal v1.2.0 // indirect
+	github.com/soheilhy/cmux v0.1.5 // indirect
+	github.com/sony/gobreaker v0.5.0 // indirect
+	github.com/spf13/cast v1.3.1 // indirect
+	github.com/stretchr/objx v0.5.2 // indirect
+	github.com/stretchr/testify v1.9.0 // indirect
+	github.com/uber/jaeger-client-go v2.30.0+incompatible // indirect
+	github.com/uber/jaeger-lib v2.4.1+incompatible // indirect
+	go.etcd.io/etcd/api/v3 v3.5.4 // indirect
+	go.etcd.io/etcd/client/pkg/v3 v3.5.4 // indirect
+	go.etcd.io/etcd/client/v3 v3.5.4 // indirect
+	go.opentelemetry.io/otel v1.24.0 // indirect
+	go.opentelemetry.io/otel/metric v1.24.0 // indirect
+	go.opentelemetry.io/otel/trace v1.24.0 // indirect
+	go.uber.org/atomic v1.11.0 // indirect
+	go.uber.org/goleak v1.3.0 // indirect
+	go.uber.org/multierr v1.11.0 // indirect
+	go.uber.org/zap v1.21.0 // indirect
+	go4.org/netipx v0.0.0-20230125063823-8449b0a6169f // indirect
+	golang.org/x/crypto v0.21.0 // indirect
+	golang.org/x/exp v0.0.0-20240325151524-a685a6edb6d8 // indirect
+	golang.org/x/mod v0.16.0 // indirect
+	golang.org/x/net v0.22.0 // indirect
+	golang.org/x/oauth2 v0.18.0 // indirect
+	golang.org/x/sync v0.6.0 // indirect
+	golang.org/x/sys v0.18.0 // indirect
+	golang.org/x/text v0.14.0 // indirect
+	golang.org/x/time v0.5.0 // indirect
+	golang.org/x/tools v0.19.0 // indirect
+	google.golang.org/appengine v1.6.8 // indirect
+	google.golang.org/genproto/googleapis/api v0.0.0-20240304212257-790db918fca8 // indirect
+	google.golang.org/genproto/googleapis/rpc v0.0.0-20240304161311-37d4d3c04a78 // indirect
+	google.golang.org/grpc v1.62.1 // indirect
+	google.golang.org/protobuf v1.33.0 // indirect
+	gopkg.in/yaml.v2 v2.4.0 // indirect
+	gopkg.in/yaml.v3 v3.0.1 // indirect
+	k8s.io/apimachinery v0.29.2 // indirect
+	k8s.io/client-go v0.29.2 // indirect
+	k8s.io/klog/v2 v2.120.1 // indirect
+	k8s.io/utils v0.0.0-20230726121419-3b25d923346b // indirect
 )
diff --git a/cmd/chunks-inspect/go.sum b/cmd/chunks-inspect/go.sum
index 4800a9690ba55..93b0c7372892f 100644
--- a/cmd/chunks-inspect/go.sum
+++ b/cmd/chunks-inspect/go.sum
@@ -1,15 +1,1025 @@
-github.com/frankban/quicktest v1.7.2 h1:2QxQoC1TS09S7fhCPsrvqYdvP1H5M1P1ih5ABm3BTYk=
-github.com/frankban/quicktest v1.7.2/go.mod h1:jaStnuzAqU1AJdCO0l53JDCJrVDKcS03DbaAcR7Ks/o=
-github.com/golang/snappy v0.0.1 h1:Qgr9rKW7uDUkrbSmQeiDsGa8SjGyCOGtuasMWwvp2P4=
-github.com/golang/snappy v0.0.1/go.mod h1:/XxbfmMg8lxefKM7IXC3fBNl/7bRcc72aCRzEWrmP2Q=
-github.com/google/go-cmp v0.3.1 h1:Xye71clBPdm5HgqGwUkwhbynsUJZhDbS20FvLhQ2izg=
+cloud.google.com/go v0.26.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw=
+cloud.google.com/go v0.34.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw=
+cloud.google.com/go v0.38.0/go.mod h1:990N+gfupTy94rShfmMCWGDn0LpTmnzTp2qbd1dvSRU=
+cloud.google.com/go v0.44.1/go.mod h1:iSa0KzasP4Uvy3f1mN/7PiObzGgflwredwwASm/v6AU=
+cloud.google.com/go v0.44.2/go.mod h1:60680Gw3Yr4ikxnPRS/oxxkBccT6SA1yMk63TGekxKY=
+cloud.google.com/go v0.45.1/go.mod h1:RpBamKRgapWJb87xiFSdk4g1CME7QZg3uwTez+TSTjc=
+cloud.google.com/go v0.46.3/go.mod h1:a6bKKbmY7er1mI7TEI4lsAkts/mkhTSZK8w33B4RAg0=
+cloud.google.com/go v0.50.0/go.mod h1:r9sluTvynVuxRIOHXQEHMFffphuXHOMZMycpNR5e6To=
+cloud.google.com/go v0.52.0/go.mod h1:pXajvRH/6o3+F9jDHZWQ5PbGhn+o8w9qiu/CffaVdO4=
+cloud.google.com/go v0.53.0/go.mod h1:fp/UouUEsRkN6ryDKNW/Upv/JBKnv6WDthjR6+vze6M=
+cloud.google.com/go v0.54.0/go.mod h1:1rq2OEkV3YMf6n/9ZvGWI3GWw0VoqH/1x2nd8Is/bPc=
+cloud.google.com/go v0.56.0/go.mod h1:jr7tqZxxKOVYizybht9+26Z/gUq7tiRzu+ACVAMbKVk=
+cloud.google.com/go v0.57.0/go.mod h1:oXiQ6Rzq3RAkkY7N6t3TcE6jE+CIBBbA36lwQ1JyzZs=
+cloud.google.com/go v0.62.0/go.mod h1:jmCYTdRCQuc1PHIIJ/maLInMho30T/Y0M4hTdTShOYc=
+cloud.google.com/go v0.65.0/go.mod h1:O5N8zS7uWy9vkA9vayVHs65eM1ubvY4h553ofrNHObY=
+cloud.google.com/go/bigquery v1.0.1/go.mod h1:i/xbL2UlR5RvWAURpBYZTtm/cXjCha9lbfbpx4poX+o=
+cloud.google.com/go/bigquery v1.3.0/go.mod h1:PjpwJnslEMmckchkHFfq+HTD2DmtT67aNFKH1/VBDHE=
+cloud.google.com/go/bigquery v1.4.0/go.mod h1:S8dzgnTigyfTmLBfrtrhyYhwRxG72rYxvftPBK2Dvzc=
+cloud.google.com/go/bigquery v1.5.0/go.mod h1:snEHRnqQbz117VIFhE8bmtwIDY80NLUZUMb4Nv6dBIg=
+cloud.google.com/go/bigquery v1.7.0/go.mod h1://okPTzCYNXSlb24MZs83e2Do+h+VXtc4gLoIoXIAPc=
+cloud.google.com/go/bigquery v1.8.0/go.mod h1:J5hqkt3O0uAFnINi6JXValWIb1v0goeZM77hZzJN/fQ=
+cloud.google.com/go/datastore v1.0.0/go.mod h1:LXYbyblFSglQ5pkeyhO+Qmw7ukd3C+pD7TKLgZqpHYE=
+cloud.google.com/go/datastore v1.1.0/go.mod h1:umbIZjpQpHh4hmRpGhH4tLFup+FVzqBi1b3c64qFpCk=
+cloud.google.com/go/pubsub v1.0.1/go.mod h1:R0Gpsv3s54REJCy4fxDixWD93lHJMoZTyQ2kNxGRt3I=
+cloud.google.com/go/pubsub v1.1.0/go.mod h1:EwwdRX2sKPjnvnqCa270oGRyludottCI76h+R3AArQw=
+cloud.google.com/go/pubsub v1.2.0/go.mod h1:jhfEVHT8odbXTkndysNHCcx0awwzvfOlguIAii9o8iA=
+cloud.google.com/go/pubsub v1.3.1/go.mod h1:i+ucay31+CNRpDW4Lu78I4xXG+O1r/MAHgjpRVR+TSU=
+cloud.google.com/go/storage v1.0.0/go.mod h1:IhtSnM/ZTZV8YYJWCY8RULGVqBDmpoyjwiyrjsg+URw=
+cloud.google.com/go/storage v1.5.0/go.mod h1:tpKbwo567HUNpVclU5sGELwQWBDZ8gh0ZeosJ0Rtdos=
+cloud.google.com/go/storage v1.6.0/go.mod h1:N7U0C8pVQ/+NIKOBQyamJIeKQKkZ+mxpohlUTyfDhBk=
+cloud.google.com/go/storage v1.8.0/go.mod h1:Wv1Oy7z6Yz3DshWRJFhqM/UCfaWIRTdp0RXyy7KQOVs=
+cloud.google.com/go/storage v1.10.0/go.mod h1:FLPqc6j+Ki4BU591ie1oL6qBQGu2Bl/tZ9ullr3+Kg0=
+dmitri.shuralyov.com/gpu/mtl v0.0.0-20190408044501-666a987793e9/go.mod h1:H6x//7gZCb22OMCxBHrMx7a5I7Hp++hsVxbQ4BYO7hU=
+github.com/Azure/azure-sdk-for-go/sdk/azcore v1.10.0 h1:n1DH8TPV4qqPTje2RcUBYwtrTWlabVp4n46+74X2pn4=
+github.com/Azure/azure-sdk-for-go/sdk/azcore v1.10.0/go.mod h1:HDcZnuGbiyppErN6lB+idp4CKhjbc8gwjto6OPpyggM=
+github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.5.1 h1:sO0/P7g68FrryJzljemN+6GTssUXdANk6aJ7T1ZxnsQ=
+github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.5.1/go.mod h1:h8hyGFDsU5HMivxiS2iYFZsgDbU9OnnJ163x5UGVKYo=
+github.com/Azure/azure-sdk-for-go/sdk/internal v1.5.2 h1:LqbJ/WzJUwBf8UiaSzgX7aMclParm9/5Vgp+TY51uBQ=
+github.com/Azure/azure-sdk-for-go/sdk/internal v1.5.2/go.mod h1:yInRyqWXAuaPrgI7p70+lDDgh3mlBohis29jGMISnmc=
+github.com/Azure/azure-sdk-for-go/sdk/resourcemanager/compute/armcompute/v5 v5.5.0 h1:MxA59PGoCFb+vCwRQi3PhQEwHj4+r2dhuv9HG+vM7iM=
+github.com/Azure/azure-sdk-for-go/sdk/resourcemanager/compute/armcompute/v5 v5.5.0/go.mod h1:uYt4CfhkJA9o0FN7jfE5minm/i4nUE4MjGUJkzB6Zs8=
+github.com/Azure/azure-sdk-for-go/sdk/resourcemanager/network/armnetwork/v4 v4.3.0 h1:bXwSugBiSbgtz7rOtbfGf+woewp4f06orW9OP5BjHLA=
+github.com/Azure/azure-sdk-for-go/sdk/resourcemanager/network/armnetwork/v4 v4.3.0/go.mod h1:Y/HgrePTmGy9HjdSGTqZNa+apUpTVIEVKXJyARP2lrk=
+github.com/AzureAD/microsoft-authentication-library-for-go v1.2.1 h1:DzHpqpoJVaCgOUdVHxE8QB52S6NiVdDQvGlny1qvPqA=
+github.com/AzureAD/microsoft-authentication-library-for-go v1.2.1/go.mod h1:wP83P5OoQ5p6ip3ScPr0BAq0BvuPAvacpEuSzyouqAI=
+github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03qcyfWMU=
+github.com/BurntSushi/xgb v0.0.0-20160522181843-27f122750802/go.mod h1:IVnqGOEym/WlBOVXweHU+Q+/VP0lqqI8lqeDx9IjBqo=
+github.com/Code-Hex/go-generics-cache v1.3.1 h1:i8rLwyhoyhaerr7JpjtYjJZUcCbWOdiYO3fZXLiEC4g=
+github.com/Code-Hex/go-generics-cache v1.3.1/go.mod h1:qxcC9kRVrct9rHeiYpFWSoW1vxyillCVzX13KZG8dl4=
+github.com/DataDog/datadog-go v3.2.0+incompatible/go.mod h1:LButxg5PwREeZtORoXG3tL4fMGNddJ+vMq1mwgfaqoQ=
+github.com/HdrHistogram/hdrhistogram-go v1.1.2 h1:5IcZpTvzydCQeHzK4Ef/D5rrSqwxob0t8PQPMybUNFM=
+github.com/HdrHistogram/hdrhistogram-go v1.1.2/go.mod h1:yDgFjdqOqDEKOvasDdhWNXYg9BVp4O+o5f6V/ehm6Oo=
+github.com/Masterminds/goutils v1.1.1 h1:5nUrii3FMTL5diU80unEVvNevw1nH4+ZV4DSLVJLSYI=
+github.com/Masterminds/goutils v1.1.1/go.mod h1:8cTjp+g8YejhMuvIA5y2vz3BpJxksy863GQaJW2MFNU=
+github.com/Masterminds/semver/v3 v3.2.0 h1:3MEsd0SM6jqZojhjLWWeBY+Kcjy9i6MQAeY7YgDP83g=
+github.com/Masterminds/semver/v3 v3.2.0/go.mod h1:qvl/7zhW3nngYb5+80sSMF+FG2BjYrf8m9wsX0PNOMQ=
+github.com/Masterminds/sprig/v3 v3.2.3 h1:eL2fZNezLomi0uOLqjQoN6BfsDD+fyLtgbJMAj9n6YA=
+github.com/Masterminds/sprig/v3 v3.2.3/go.mod h1:rXcFaZ2zZbLRJv/xSysmlgIM1u11eBaRMhvYXJNkGuM=
+github.com/Microsoft/go-winio v0.6.1 h1:9/kr64B9VUZrLm5YYwbGtUJnMgqWVOdUAXu6Migciow=
+github.com/Microsoft/go-winio v0.6.1/go.mod h1:LRdKpFKfdobln8UmuiYcKPot9D2v6svN5+sAH+4kjUM=
+github.com/OneOfOne/xxhash v1.2.2/go.mod h1:HSdplMjZKSmBqAxg5vPj2TmRDmfkzw+cTzAElWljhcU=
+github.com/OneOfOne/xxhash v1.2.6 h1:U68crOE3y3MPttCMQGywZOLrTeF5HHJ3/vDBCJn9/bA=
+github.com/OneOfOne/xxhash v1.2.6/go.mod h1:eZbhyaAYD41SGSSsnmcpxVoRiQ/MPUTjUdIIOT9Um7Q=
+github.com/Workiva/go-datastructures v1.1.0 h1:hu20UpgZneBhQ3ZvwiOGlqJSKIosin2Rd5wAKUHEO/k=
+github.com/Workiva/go-datastructures v1.1.0/go.mod h1:1yZL+zfsztete+ePzZz/Zb1/t5BnDuE2Ya2MMGhzP6A=
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diff --git a/cmd/chunks-inspect/loki.go b/cmd/chunks-inspect/loki.go
index d8fd5d0a913fd..65b78eadf2e96 100644
--- a/cmd/chunks-inspect/loki.go
+++ b/cmd/chunks-inspect/loki.go
@@ -1,97 +1,19 @@
 package main
 
 import (
-	"bytes"
-	"compress/gzip"
 	"encoding/binary"
 	"fmt"
-	"hash/crc32"
 	"io"
 
-	"github.com/golang/snappy"
-	"github.com/klauspost/compress/flate"
-	"github.com/klauspost/compress/zstd"
-	"github.com/pierrec/lz4"
-)
-
-type Encoding struct {
-	code     int
-	name     string
-	readerFn func(io.Reader) (io.Reader, error)
-}
-
-func (e Encoding) String() string {
-	return e.name
-}
-
-// The table gets initialized with sync.Once but may still cause a race
-// with any other use of the crc32 package anywhere. Thus we initialize it
-// before.
-var castagnoliTable *crc32.Table
-
-func init() {
-	castagnoliTable = crc32.MakeTable(crc32.Castagnoli)
-}
-
-var (
-	encNone     = Encoding{code: 0, name: "none", readerFn: func(reader io.Reader) (io.Reader, error) { return reader, nil }}
-	encGZIP     = Encoding{code: 1, name: "gzip", readerFn: func(reader io.Reader) (io.Reader, error) { return gzip.NewReader(reader) }}
-	encDumb     = Encoding{code: 2, name: "dumb", readerFn: func(reader io.Reader) (io.Reader, error) { return reader, nil }}
-	encLZ4      = Encoding{code: 3, name: "lz4", readerFn: func(reader io.Reader) (io.Reader, error) { return lz4.NewReader(reader), nil }}
-	encSnappy   = Encoding{code: 4, name: "snappy", readerFn: func(reader io.Reader) (io.Reader, error) { return snappy.NewReader(reader), nil }}
-	enclz4_256k = Encoding{code: 5, name: "lz4-256k", readerFn: func(reader io.Reader) (io.Reader, error) { return lz4.NewReader(reader), nil }}
-	enclz4_1M   = Encoding{code: 6, name: "lz4-1M", readerFn: func(reader io.Reader) (io.Reader, error) { return lz4.NewReader(reader), nil }}
-	enclz4_4M   = Encoding{code: 7, name: "lz4-4M", readerFn: func(reader io.Reader) (io.Reader, error) { return lz4.NewReader(reader), nil }}
-	encFlate    = Encoding{code: 8, name: "flate", readerFn: func(reader io.Reader) (io.Reader, error) { return flate.NewReader(reader), nil }}
-	encZstd     = Encoding{code: 9, name: "zstd", readerFn: func(reader io.Reader) (io.Reader, error) {
-		r, err := zstd.NewReader(reader)
-		if err != nil {
-			panic(err)
-		}
-		return r, nil
-	}}
-
-	Encodings = []Encoding{encNone, encGZIP, encDumb, encLZ4, encSnappy, enclz4_256k, enclz4_1M, enclz4_4M, encFlate, encZstd}
-)
-
-const (
-	_ byte = iota
-	chunkFormatV1
-	chunkFormatV2
-	chunkFormatV3
+	"github.com/grafana/loki/v3/pkg/chunkenc"
 )
 
 type LokiChunk struct {
-	format   byte
-	encoding Encoding
-
-	blocks []LokiBlock
-
-	metadataChecksum         uint32
-	computedMetadataChecksum uint32
-}
-
-type LokiBlock struct {
-	numEntries uint64 // number of log lines in this block
-	minT       int64  // minimum timestamp, unix nanoseconds
-	maxT       int64  // max timestamp, unix nanoseconds
-
-	dataOffset uint64 // offset in the data-part of chunks file
-
-	uncompSize uint64 // size of the original data uncompressed
-
-	rawData      []byte // data as stored in chunk file, compressed
-	originalData []byte // data uncompressed from rawData
-
-	// parsed rawData
-	entries          []LokiEntry
-	storedChecksum   uint32
-	computedChecksum uint32
-}
-
-type LokiEntry struct {
-	timestamp int64
-	line      string
+	format           byte
+	encoding         chunkenc.Encoding
+	compressedSize   int
+	uncompressedSize int
+	blocks           []chunkenc.Block
 }
 
 func parseLokiChunk(chunkHeader *ChunkHeader, r io.Reader) (*LokiChunk, error) {
@@ -122,6 +44,18 @@ func parseLokiChunk(chunkHeader *ChunkHeader, r io.Reader) (*LokiChunk, error) {
 		return nil, fmt.Errorf("failed to read rawData for Loki chunk into memory: %w", err)
 	}
 
+	c, _ := chunkenc.NewByteChunk(data, 0, 0)
+	encoding := c.Encoding()
+	compressedSize := c.CompressedSize()
+	uncompressedSize := c.UncompressedSize()
+	from, through := c.Bounds()
+
+	bs := c.Blocks(from, through)
+	err := c.Close()
+	if err != nil {
+		return nil, err
+	}
+
 	if num := binary.BigEndian.Uint32(data[0:4]); num != 0x012EE56A {
 		return nil, fmt.Errorf("invalid magic number: %0x", num)
 	}
@@ -129,135 +63,13 @@ func parseLokiChunk(chunkHeader *ChunkHeader, r io.Reader) (*LokiChunk, error) {
 	// Chunk format is at position 4
 	f := data[4]
 
-	compression, err := getCompression(f, data[5])
-	if err != nil {
-		return nil, fmt.Errorf("failed to read compression: %w", err)
-	}
-
-	// return &LokiChunk{encoding: compression}, nil
-
-	metasOffset := binary.BigEndian.Uint64(data[len(data)-8:])
-
-	metadata := data[metasOffset : len(data)-(8+4)]
-
-	metaChecksum := binary.BigEndian.Uint32(data[len(data)-12 : len(data)-8])
-	computedMetaChecksum := crc32.Checksum(metadata, castagnoliTable)
-
-	blocks, n := binary.Uvarint(metadata)
-	if n <= 0 {
-		return nil, fmt.Errorf("failed to read number of blocks")
-	}
-	metadata = metadata[n:]
-
 	lokiChunk := &LokiChunk{
-		format:                   f,
-		encoding:                 compression,
-		metadataChecksum:         metaChecksum,
-		computedMetadataChecksum: computedMetaChecksum,
-	}
-
-	for ix := 0; ix < int(blocks); ix++ {
-		block := LokiBlock{}
-		block.numEntries, metadata, err = readUvarint(err, metadata)
-		block.minT, metadata, err = readVarint(err, metadata)
-		block.maxT, metadata, err = readVarint(err, metadata)
-		block.dataOffset, metadata, err = readUvarint(err, metadata)
-		if f >= chunkFormatV3 {
-			block.uncompSize, metadata, err = readUvarint(err, metadata)
-		}
-		dataLength := uint64(0)
-		dataLength, metadata, err = readUvarint(err, metadata)
-
-		if err != nil {
-			return nil, err
-		}
-
-		block.rawData = data[block.dataOffset : block.dataOffset+dataLength]
-		block.storedChecksum = binary.BigEndian.Uint32(data[block.dataOffset+dataLength : block.dataOffset+dataLength+4])
-		block.computedChecksum = crc32.Checksum(block.rawData, castagnoliTable)
-		block.originalData, block.entries, err = parseLokiBlock(compression, block.rawData)
-		lokiChunk.blocks = append(lokiChunk.blocks, block)
+		format:           f,
+		encoding:         encoding,
+		compressedSize:   compressedSize,
+		uncompressedSize: uncompressedSize,
+		blocks:           bs,
 	}
 
 	return lokiChunk, nil
 }
-
-func parseLokiBlock(compression Encoding, data []byte) ([]byte, []LokiEntry, error) {
-	r, err := compression.readerFn(bytes.NewReader(data))
-	if err != nil {
-		return nil, nil, err
-	}
-
-	decompressed, err := io.ReadAll(r)
-	origDecompressed := decompressed
-	if err != nil {
-		return nil, nil, err
-	}
-
-	entries := []LokiEntry(nil)
-	for len(decompressed) > 0 {
-		var timestamp int64
-		var lineLength uint64
-
-		timestamp, decompressed, err = readVarint(err, decompressed)
-		lineLength, decompressed, err = readUvarint(err, decompressed)
-		if err != nil {
-			return origDecompressed, nil, err
-		}
-
-		if len(decompressed) < int(lineLength) {
-			return origDecompressed, nil, fmt.Errorf("not enough line data, need %d, got %d", lineLength, len(decompressed))
-		}
-
-		entries = append(entries, LokiEntry{
-			timestamp: timestamp,
-			line:      string(decompressed[0:lineLength]),
-		})
-
-		decompressed = decompressed[lineLength:]
-	}
-
-	return origDecompressed, entries, nil
-}
-
-func readVarint(prevErr error, buf []byte) (int64, []byte, error) {
-	if prevErr != nil {
-		return 0, buf, prevErr
-	}
-
-	val, n := binary.Varint(buf)
-	if n <= 0 {
-		return 0, nil, fmt.Errorf("varint: %d", n)
-	}
-	return val, buf[n:], nil
-}
-
-func readUvarint(prevErr error, buf []byte) (uint64, []byte, error) {
-	if prevErr != nil {
-		return 0, buf, prevErr
-	}
-
-	val, n := binary.Uvarint(buf)
-	if n <= 0 {
-		return 0, nil, fmt.Errorf("varint: %d", n)
-	}
-	return val, buf[n:], nil
-}
-
-func getCompression(format byte, code byte) (Encoding, error) {
-	if format == chunkFormatV1 {
-		return encGZIP, nil
-	}
-
-	if format >= chunkFormatV2 {
-		for _, e := range Encodings {
-			if e.code == int(code) {
-				return e, nil
-			}
-		}
-
-		return encNone, fmt.Errorf("unknown encoding: %d", code)
-	}
-
-	return encNone, fmt.Errorf("unknown format: %d", format)
-}
diff --git a/cmd/chunks-inspect/main.go b/cmd/chunks-inspect/main.go
index c25f621845b06..1444a22b211db 100644
--- a/cmd/chunks-inspect/main.go
+++ b/cmd/chunks-inspect/main.go
@@ -1,13 +1,17 @@
 package main
 
 import (
-	"crypto/sha256"
+	"context"
 	"flag"
 	"fmt"
 	"log"
 	"os"
 	"strings"
 	"time"
+
+	"github.com/grafana/loki/v3/pkg/chunkenc"
+
+	logql "github.com/grafana/loki/v3/pkg/logql/log"
 )
 
 const format = "2006-01-02 15:04:05.000000 MST"
@@ -17,15 +21,15 @@ var timezone = time.UTC
 func main() {
 	blocks := flag.Bool("b", false, "print block details")
 	lines := flag.Bool("l", false, "print log lines")
-	storeBlocks := flag.Bool("s", false, "store blocks, using input filename, and appending block index to it")
+	export := flag.Bool("e", false, "export log lines to file")
 	flag.Parse()
 
 	for _, f := range flag.Args() {
-		printFile(f, *blocks, *lines, *storeBlocks)
+		printFile(f, *blocks, *lines, *export)
 	}
 }
 
-func printFile(filename string, blockDetails, printLines, storeBlocks bool) {
+func printFile(filename string, blockDetails, printLines bool, exportLogLines bool) {
 	f, err := os.Open(filename)
 	if err != nil {
 		log.Printf("%s: %v", filename, err)
@@ -33,12 +37,6 @@ func printFile(filename string, blockDetails, printLines, storeBlocks bool) {
 	}
 	defer f.Close()
 
-	si, err := f.Stat()
-	if err != nil {
-		log.Println("failed to stat file", err)
-		return
-	}
-
 	h, err := DecodeHeader(f)
 	if err != nil {
 		log.Printf("%s: %v", filename, err)
@@ -67,65 +65,64 @@ func printFile(filename string, blockDetails, printLines, storeBlocks bool) {
 
 	fmt.Println("Format (Version):", lokiChunk.format)
 	fmt.Println("Encoding:", lokiChunk.encoding)
-	fmt.Print("Blocks Metadata Checksum: ", fmt.Sprintf("%08x", lokiChunk.metadataChecksum))
-	if lokiChunk.metadataChecksum == lokiChunk.computedMetadataChecksum {
-		fmt.Println(" OK")
-	} else {
-		fmt.Println(" BAD, computed checksum:", fmt.Sprintf("%08x", lokiChunk.computedMetadataChecksum))
-	}
 	if blockDetails {
 		fmt.Println("Found", len(lokiChunk.blocks), "block(s)")
 	} else {
 		fmt.Println("Found", len(lokiChunk.blocks), "block(s), use -b to show block details")
 	}
-	if len(lokiChunk.blocks) > 0 {
-		fmt.Println("Minimum time (from first block):", time.Unix(0, lokiChunk.blocks[0].minT).In(timezone).Format(format))
-		fmt.Println("Maximum time (from last block):", time.Unix(0, lokiChunk.blocks[len(lokiChunk.blocks)-1].maxT).In(timezone).Format(format))
-	}
 
 	if blockDetails {
 		fmt.Println()
 	}
 
-	totalSize := 0
-
+	pipeline := logql.NewNoopPipeline()
 	for ix, b := range lokiChunk.blocks {
 		if blockDetails {
-			cksum := ""
-			if b.storedChecksum == b.computedChecksum {
-				cksum = fmt.Sprintf("%08x OK", b.storedChecksum)
-			} else {
-				cksum = fmt.Sprintf("%08x BAD (computed: %08x)", b.storedChecksum, b.computedChecksum)
-			}
-			fmt.Printf("Block %4d: position: %8d, original length: %6d (stored: %6d, ratio: %.2f), minT: %v maxT: %v, checksum: %s\n",
-				ix, b.dataOffset, len(b.originalData), len(b.rawData), float64(len(b.originalData))/float64(len(b.rawData)),
-				time.Unix(0, b.minT).In(timezone).Format(format), time.Unix(0, b.maxT).In(timezone).Format(format),
-				cksum)
-			fmt.Printf("Block %4d: digest compressed: %02x, original: %02x\n", ix, sha256.Sum256(b.rawData), sha256.Sum256(b.originalData))
+			fmt.Printf("Block %4d: position: %8d, minT: %v maxT: %v\n",
+				ix, b.Offset(),
+				time.Unix(0, b.MinTime()).In(timezone).Format(format),
+				time.Unix(0, b.MaxTime()).In(timezone).Format(format),
+			)
 		}
 
-		totalSize += len(b.originalData)
-
 		if printLines {
-			for _, l := range b.entries {
-				fmt.Printf("%v\t%s\n", time.Unix(0, l.timestamp).In(timezone).Format(format), strings.TrimSpace(l.line))
+			iter := b.Iterator(context.Background(), pipeline.ForStream(nil))
+			for iter.Next() {
+				e := iter.Entry()
+				fmt.Printf("%v\t%s\n", e.Timestamp.In(timezone).Format(format), strings.TrimSpace(e.Line))
+				if e.StructuredMetadata != nil {
+					fmt.Println("Structured Metadata:")
+					for _, meta := range e.StructuredMetadata {
+						fmt.Println("\t", meta.Name, "=", meta.Value)
+					}
+				}
 			}
 		}
-
-		if storeBlocks {
-			writeBlockToFile(b.rawData, ix, fmt.Sprintf("%s.block.%d", filename, ix))
-			writeBlockToFile(b.originalData, ix, fmt.Sprintf("%s.original.%d", filename, ix))
-		}
 	}
 
-	fmt.Println("Total size of original data:", totalSize, "file size:", si.Size(), "ratio:", fmt.Sprintf("%0.3g", float64(totalSize)/float64(si.Size())))
+	if exportLogLines {
+		exportLogLinesToFile(lokiChunk.blocks, fmt.Sprintf("%s.log", filename))
+	}
 }
 
-func writeBlockToFile(data []byte, blockIndex int, filename string) {
-	err := os.WriteFile(filename, data, 0644)
+func exportLogLinesToFile(blocks []chunkenc.Block, filename string) {
+
+	f, err := os.OpenFile(filename, os.O_CREATE|os.O_WRONLY, 0644)
 	if err != nil {
-		log.Println("Failed to store block", blockIndex, "to file", filename, "due to error:", err)
-	} else {
-		log.Println("Stored block", blockIndex, "to file", filename)
+		log.Printf("Failed to open (create) file '%s' for writing.\n", filename)
+	}
+	defer f.Close()
+
+	pipeline := logql.NewNoopPipeline()
+	for _, b := range blocks {
+		iter := b.Iterator(context.Background(), pipeline.ForStream(nil))
+		for iter.Next() {
+			e := iter.Entry()
+			_, err := f.Write([]byte(e.Line + "\n"))
+			if err != nil {
+				log.Printf("Failed to write to file '%s'.\n", filename)
+				return
+			}
+		}
 	}
 }
diff --git a/cmd/chunks-inspect/time.go b/cmd/chunks-inspect/time.go
index aac421cc89123..b6c255f5f00b0 100644
--- a/cmd/chunks-inspect/time.go
+++ b/cmd/chunks-inspect/time.go
@@ -34,14 +34,14 @@ func (t *Time) UnmarshalJSON(b []byte) error {
 	p := strings.Split(string(b), ".")
 	switch len(p) {
 	case 1:
-		v, err := strconv.ParseInt(string(p[0]), 10, 64)
+		v, err := strconv.ParseInt(p[0], 10, 64)
 		if err != nil {
 			return err
 		}
 		*t = Time(v * second)
 
 	case 2:
-		v, err := strconv.ParseInt(string(p[0]), 10, 64)
+		v, err := strconv.ParseInt(p[0], 10, 64)
 		if err != nil {
 			return err
 		}